arena.ai · benchmark source

Arena

Live human-preference and agent boards from Arena (LMArena). Scores are board-specific — Text Arena Score, WebDev Arena Score, and Agent net improvement are not interchangeable. The Arena product home at arena.ai/ and the long-running lmarena.ai leaderboards are the same operator (verified 2026-08-29 via arena.ai root and the LMArena research pages; see https://lmarena.ai/ for the historic domain).

Open arena.ai3 boards on this publisher

Web development

Code Arena · WebDev

A live human-preference leaderboard for models that turn natural-language prompts into working front-end web applications, scored with Arena’s Bradley-Terry Arena Score.

Why it matters

It captures the prompt-to-product loop — layout, interactions, and whether the app feels usable — rather than only repository issue repair.

Use it when

You are choosing a model for UI/app generation and want a live preference signal alongside coding-agent benchmarks.

The limitation

Votes reflect voter taste on sandboxed app demos. Arena Score is board-specific and not comparable to Agent net improvement, SWE-bench, or DeepSWE percentages.

Leaderboard snapshot

Code Arena · WebDev results in a readable view

Use the tabs for the primary score and other published fields from this board. The source link remains authoritative for the live table.

Arena WebDev capture (138 ranked rows, board dated 2026-10-01). Top: claude-opus-5.5-max (1815), gpt-6-astra-max (1788), claude-sonnet-5.5-xhigh (1786).

Leader among verified rows

claude-opus-5.5-max

1,815

Rows shown

106

Arena Score

Source / snapshot date

2026-10-01

25 days old · not a live API feed

Score profile

Arena Score by published row

Higher is better in this view

claude-opus-5.5-max

1,815

gpt-6-astra-max

1,788

claude-sonnet-5.5-xhigh

1,786

gpt-6.1-sol-max

1,758

claude-fable-5.1-max

1,749

claude-sonnet-5.5-high

1,715

claude-opus-5-max

1,695

gpt-6-sol-max

1,689

gemini-4-argon-high

1,680

qwen3.8-max

1,671

qwen3.8-max-0902

1,670

claude-opus-5-high

1,660

kimi-k3-max

1,658

muse-spark-1.3-max

1,657

grok-4.7-xhigh

1,638

qwen3.8-flash-next

1,637

hy4-preview

1,633

claude-fable-5-high

1,625

muse-spark-1.3 (xHigh)

1,624

glm-5.3-max

1,623

deepseek-v4.1-flash-max

1,620

gpt-5.6-sol-xhigh (codex-harness)

1,620

grok-4.6-high

1,620

mimo-v2.6-pro

1,618

glm-5.3-flash

1,616

glm-5.2-max

1,605

gemini-3.7-flash-high

1,592

qwen3.8-27b

1,591

deepseek-v4-pro-high-20260813

1,583

gemini-3.8-flash-high

1,583

deepseek-v4-flash-high

1,581

gpt-6-luna-max

1,579

step-5-preview-high

1,570

claude-opus-4-7-high

1,557

claude-opus-4-8-high

1,556

claude-opus-4-7

1,555

grok-4.5

1,552

claude-opus-4-6-high

1,546

muse-spark-1.1

1,542

claude-sonnet-5-high

1,539

claude-opus-4-6

1,537

gemini-3.6-flash-high

1,536

claude-opus-4-8

1,534

muse-spark-1.2 (xHigh)

1,532

claude-sonnet-4-6

1,521

gpt-5.6-terra-xhigh (codex-harness)

1,519

gpt-5.6-luna-xhigh (codex-harness)

1,518

seed-2.1-pro-preview

1,517

qwen3.7-max-20260517

1,515

gpt-5.5-xhigh (codex-harness)

1,512

kimi-k2.6

1,509

glm-5.1

1,508

hy3

1,507

gemini-3.5-flash-high

1,499

claude-opus-4-5-20251101-high-32k

1,493

gemini-3.5-flash-medium

1,490

gpt-5.5-high (codex-harness)

1,487

minimax-m3

1,482

qwen3.6-max-preview

1,482

mimo-v2.5-pro

1,478

kimi-k2.7-code

1,473

claude-opus-4-5-20251101

1,468

gpt-5.4-high (codex-harness)

1,465

deepseek-v4-pro-high-preview

1,463

qwen3.6-plus

1,461

gpt-5.5 (codex-harness)

1,456

deepseek-v4-pro

1,446

gemini-3.1-pro-preview

1,446

gpt-5.4-medium (codex-harness)

1,444

gemini-3.5-flash-lite

1,440

gemini-3-flash

1,439

gemini-3-pro

1,439

mimo-v2.5

1,438

kimi-k2.5-thinking

1,436

glm-4.7

1,434

glm-5

1,434

mimo-v2-pro

1,433

deepseek-v4-flash-high-preview

1,430

gpt-5-medium

1,417

gpt-5.2

1,415

inkling

1,413

gpt-5.3-codex (codex-harness)

1,408

Inkling Small

1,408

kimi-k2.5-instant

1,404

glm-5v-turbo

1,400

qwen3.5-397b-a17b

1,399

gpt-5.4-mini-high

1,397

minimax-m2.7

1,397

gpt-5.1-medium

1,395

gpt-5.4

1,395

claude-sonnet-4-5-20250929-high-32k

1,393

claude-opus-4-1-20250805

1,389

minimax-m2.5

1,386

claude-sonnet-4-5-20250929

1,384

gemini-3-flash (thinking-minimal)

1,384

minimax-m2.1-preview

1,384

grok-4.20-beta-0309-reasoning

1,374

gpt-5.3-codex (codex-harness)

1,371

solar-pro4

1,370

gemma-4-31b

1,365

gemma-4-26b-a4b

1,358

claude-haiku-4-5-20251001

1,329

mistral-medium-3.5

1,263

gemini-3.1-flash-lite-preview

1,256

mistral-large-3

1,230

gemini-2.5-pro

1,227

Source detail

Votes from the published rows

Sorted by this field · not the primary ranking

claude-haiku-4-5-20251001

29,184

gemini-3.1-pro-preview

24,347

claude-sonnet-4-6

22,960

gemini-3-flash (thinking-minimal)

22,213

claude-opus-5-high

21,506

qwen3.5-397b-a17b

21,280

claude-opus-4-6

20,762

mimo-v2.5-pro

20,313

kimi-k2.5-thinking

20,149

claude-opus-4-6-high

19,519

claude-opus-4-8-high

18,908

qwen3.6-plus

18,688

claude-opus-4-7

18,174

gpt-5.5-high (codex-harness)

18,174

claude-opus-4-7-high

17,982

claude-opus-4-8

17,880

minimax-m3

17,613

gpt-5.6-sol-xhigh (codex-harness)

17,128

claude-opus-5-max

16,954

kimi-k3-max

16,513

minimax-m2.7

16,074

gpt-5.5 (codex-harness)

16,061

gpt-5.5-xhigh (codex-harness)

15,873

claude-sonnet-4-5-20250929

15,722

grok-4.20-beta-0309-reasoning

15,503

mimo-v2.5

15,018

glm-5.2-max

14,729

gemini-3.1-flash-lite-preview

14,417

claude-sonnet-5-high

14,130

claude-fable-5-high

14,126

gemini-3-pro

14,092

deepseek-v4-pro

14,042

inkling

13,705

claude-opus-4-5-20251101

13,427

gemma-4-31b

13,325

seed-2.1-pro-preview

13,312

claude-sonnet-4-5-20250929-high-32k

13,253

deepseek-v4-pro-high-preview

13,229

gpt-5.6-luna-xhigh (codex-harness)

12,776

gpt-5.6-terra-xhigh (codex-harness)

12,526

qwen3.8-27b

12,388

gemini-3.5-flash-medium

12,256

gpt-5.4-mini-high

11,998

grok-4.5

11,393

claude-opus-4-5-20251101-high-32k

11,034

gemini-3-flash

10,896

glm-5.1

10,797

glm-5.3-flash

10,355

kimi-k2.6

10,208

deepseek-v4-flash-high-preview

10,158

gemini-3.7-flash-high

9,624

gemini-3.5-flash-high

9,497

qwen3.8-max-0902

9,485

qwen3.7-max-20260517

8,922

gemini-3.6-flash-high

8,823

gemini-3.8-flash-high

8,524

grok-4.6-high

8,315

muse-spark-1.1

8,070

glm-5.3-max

7,658

minimax-m2.1-preview

7,644

minimax-m2.5

7,637

glm-5

7,504

mimo-v2-pro

7,253

muse-spark-1.3-max

7,249

claude-opus-4-1-20250805

6,926

gpt-6-luna-max

6,429

muse-spark-1.3 (xHigh)

6,326

claude-fable-5.1-max

6,318

qwen3.8-flash-next

6,193

gpt-6-astra-max

6,123

hy3

5,802

Inkling Small

5,421

hy4-preview

5,088

deepseek-v4-flash-high

5,040

kimi-k2.7-code

4,993

solar-pro4

4,945

gpt-5.1-medium

4,911

deepseek-v4-pro-high-20260813

4,882

glm-4.7

4,007

deepseek-v4.1-flash-max

3,960

gpt-5.4

3,801

gpt-5.3-codex (codex-harness)

3,657

qwen3.8-max

3,454

gpt-6-sol-max

3,411

kimi-k2.5-instant

3,271

grok-4.7-xhigh

3,216

gpt-5-medium

3,091

mimo-v2.6-pro

2,734

gemini-2.5-pro

2,729

qwen3.6-max-preview

2,716

gpt-5.3-codex (codex-harness)

2,643

claude-sonnet-5.5-high

2,527

step-5-preview-high

2,506

gemini-4-argon-high

2,422

glm-5v-turbo

2,416

mistral-medium-3.5

2,322

muse-spark-1.2 (xHigh)

2,183

claude-opus-5.5-max

2,062

gpt-6.1-sol-max

1,620

claude-sonnet-5.5-xhigh

1,531

gemma-4-26b-a4b

1,502

gpt-5.4-medium (codex-harness)

1,376

gpt-5.4-high (codex-harness)

1,351

gpt-5.2

1,082

mistral-large-3

840

gemini-3.5-flash-lite

242

Source detail

Arena context from the published rows

Sorted by this field · not the primary ranking

gpt-6-astra-max

1.1M

gpt-6.1-sol-max

1.1M

gpt-6-sol-max

1.1M

gpt-5.6-sol-xhigh (codex-harness)

1.1M

mimo-v2.6-pro

1.1M

gpt-6-luna-max

1.1M

mimo-v2.5-pro

1.1M

gpt-5.4-high (codex-harness)

1.1M

gpt-5.4-medium (codex-harness)

1.1M

mimo-v2.5

1.1M

gpt-5.4

1.1M

claude-opus-5.5-max

claude-sonnet-5.5-xhigh

claude-fable-5.1-max

claude-sonnet-5.5-high

claude-opus-5-max

gemini-4-argon-high

qwen3.8-max

claude-opus-5-high

kimi-k3-max

muse-spark-1.3-max

qwen3.8-flash-next

hy4-preview

claude-fable-5-high

muse-spark-1.3 (xHigh)

glm-5.3-max

deepseek-v4.1-flash-max

glm-5.3-flash

glm-5.2-max

gemini-3.7-flash-high

gemini-3.8-flash-high

deepseek-v4-flash-high

claude-opus-4-7-high

claude-opus-4-8-high

claude-opus-4-7

claude-opus-4-6-high

claude-sonnet-5-high

claude-opus-4-6

gemini-3.6-flash-high

claude-opus-4-8

claude-sonnet-4-6

gpt-5.6-terra-xhigh (codex-harness)

gpt-5.6-luna-xhigh (codex-harness)

qwen3.7-max-20260517

gemini-3.5-flash-high

gemini-3.5-flash-medium

deepseek-v4-pro-high-preview

qwen3.6-plus

deepseek-v4-pro

gemini-3.1-pro-preview

gemini-3.5-flash-lite

gemini-3-flash

gemini-3-pro

mimo-v2-pro

deepseek-v4-flash-high-preview

claude-sonnet-4-5-20250929-high-32k

claude-sonnet-4-5-20250929

gemini-3-flash (thinking-minimal)

grok-4.20-beta-0309-reasoning

gemini-3.1-flash-lite-preview

gemini-2.5-pro

minimax-m3

524.3K

inkling

524.3K

Inkling Small

524.3K

solar-pro4

524.3K

grok-4.7-xhigh

500K

grok-4.6-high

500K

grok-4.5

500K

gpt-5-medium

400K

gpt-5.2

400K

gpt-5.3-codex (codex-harness)

400K

gpt-5.4-mini-high

400K

gpt-5.1-medium

400K

gpt-5.3-codex (codex-harness)

400K

kimi-k2.6

262.1K

hy3

262.1K

qwen3.6-max-preview

262.1K

kimi-k2.7-code

262.1K

kimi-k2.5-instant

262.1K

qwen3.5-397b-a17b

262.1K

mistral-medium-3.5

262.1K

glm-4.7

204.8K

minimax-m2.7

204.8K

minimax-m2.5

204.8K

minimax-m2.1-preview

204.8K

glm-5.1

202.8K

glm-5

202.8K

glm-5v-turbo

202.8K

claude-opus-4-5-20251101-high-32k

200K

claude-opus-4-5-20251101

200K

claude-opus-4-1-20250805

200K

claude-haiku-4-5-20251001

200K

gemma-4-31b

131.1K

Benchmark leaderboard snapshot showing rank, score, published details, and notes
Rank	Model or system	Arena Score	Votes	Arena context	Context	Other details	Note
#1	claude-opus-5.5-maxAnthropic	1,815	2,062	1M	1M	Board: WebDev Arena95% CI: +16/-16Arena price / M: $4 / $20Price $/M: 4 / 20	— Source captured 2026-10-01 · Publisher date 2026-10-01
#2	gpt-6-astra-maxOpenAI	1,788	6,123	1.1M	1.05M	Board: WebDev Arena95% CI: +10/-10Arena price / M: $10 / $50Price $/M: 10 / 50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#3	claude-sonnet-5.5-xhighAnthropic	1,786	1,531	1M	1M	Board: WebDev Arena95% CI: +18/-18Arena price / M: $2 / $10Price $/M: 2 / 10	— Source captured 2026-10-01 · Publisher date 2026-10-01
#4	gpt-6.1-sol-maxOpenAI	1,758	1,620	1.1M	1.05M	Board: WebDev Arena95% CI: +17/-17Arena price / M: $2 / $10Price $/M: 2 / 10	— Source captured 2026-10-01 · Publisher date 2026-10-01
#5	claude-fable-5.1-maxAnthropic	1,749	6,318	1M	1M	Board: WebDev Arena95% CI: +10/-10Arena price / M: $10 / $50Price $/M: 10 / 50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#6	claude-sonnet-5.5-highAnthropic	1,715	2,527	1M	1M	Board: WebDev Arena95% CI: +13/-13Arena price / M: $2 / $10Price $/M: 2 / 10	— Source captured 2026-10-01 · Publisher date 2026-10-01
#7	claude-opus-5-maxAnthropic	1,695	16,954	1M	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $25Price $/M: 5 / 25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#8	gpt-6-sol-maxOpenAI	1,689	3,411	1.1M	1.05M	Board: WebDev Arena95% CI: +11/-11Arena price / M: $2 / $10Price $/M: 2 / 10	— Source captured 2026-10-01 · Publisher date 2026-10-01
#9	gemini-4-argon-highGoogle	1,680	2,422	1M	—	Board: WebDev Arena95% CI: +13/-13Arena price / M: $2 / $10	Restricted preview; a leaderboard run does not establish general API availability. Source captured 2026-10-01 · Publisher date 2026-10-01
#10	qwen3.8-maxQwen	1,671	3,454	1M	1M	Board: WebDev Arena95% CI: +12/-12Arena price / M: $1.69 / $5.07Price $/M: 2 / 6	— Source captured 2026-10-01 · Publisher date 2026-10-01
#11	qwen3.8-max-0902Qwen	1,670	9,485	N/A	1M	Board: WebDev Arena95% CI: +8/-8Arena price / M: $2 / $6Price $/M: 2 / 6	— Source captured 2026-10-01 · Publisher date 2026-10-01
#12	claude-opus-5-highAnthropic	1,660	21,506	1M	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $25Price $/M: 5 / 25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#13	kimi-k3-maxMoonshot AI	1,658	16,513	1M	1.05M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $3 / $15Price $/M: 3 / 15	— Source captured 2026-10-01 · Publisher date 2026-10-01
#14	muse-spark-1.3-maxMeta	1,657	7,249	1M	1.05M	Board: WebDev Arena95% CI: +9/-9Arena price / M: $1.25 / $4.25Price $/M: 1.25 / 4.25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#15	grok-4.7-xhighSpaceXAI	1,638	3,216	500K	500K	Board: WebDev Arena95% CI: +12/-12Arena price / M: $2 / $6Price $/M: 2 / 6	— Source captured 2026-10-01 · Publisher date 2026-10-01
#16	qwen3.8-flash-nextQwen	1,637	6,193	1M	262K	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.16 / $0.47Price $/M: 0.15 / 0.47	— Source captured 2026-10-01 · Publisher date 2026-10-01
#17	hy4-previewTencent	1,633	5,088	1M	—	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.83 / $2.50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#18	claude-fable-5-highAnthropic	1,625	14,126	1M	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $10 / $50Price $/M: 10 / 50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#19	muse-spark-1.3 (xHigh)Meta	1,624	6,326	1M	1.05M	Board: WebDev Arena95% CI: +9/-9Arena price / M: $1.25 / $4.25Price $/M: 1.25 / 4.25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#20	glm-5.3-maxZ.ai	1,623	7,658	1M	1M	Board: WebDev Arena95% CI: +8/-8Arena price / M: $1.40 / $4.40Price $/M: 1.4 / 4.4	— Source captured 2026-10-01 · Publisher date 2026-10-01
#21	deepseek-v4.1-flash-maxDeepSeek	1,620	3,960	1M	1M	Board: WebDev Arena95% CI: +10/-10Arena price / M: $0.30 / $1.20Price $/M: 0.3 / 1.2	— Source captured 2026-10-01 · Publisher date 2026-10-01
#21	gpt-5.6-sol-xhigh (codex-harness)OpenAI	1,620	17,128	1.1M	1.05M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $4 / $20Price $/M: 4 / 20	— Source captured 2026-10-01 · Publisher date 2026-10-01
#21	grok-4.6-highSpaceXAI	1,620	8,315	500K	500K	Board: WebDev Arena95% CI: +8/-8Arena price / M: $2 / $6Price $/M: 2 / 6	— Source captured 2026-10-01 · Publisher date 2026-10-01
#24	mimo-v2.6-proXiaomi	1,618	2,734	1.1M	1.05M	Board: WebDev Arena95% CI: +12/-12Arena price / M: $0.43 / $0.87Price $/M: 0.435 / 0.87	— Source captured 2026-10-01 · Publisher date 2026-10-01
#25	glm-5.3-flashZ.ai	1,616	10,355	1M	1.05M	Board: WebDev Arena95% CI: +8/-8Arena price / M: $0.06 / $0.20Price $/M: 0.15 / 0.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#26	glm-5.2-maxZ.ai	1,605	14,729	1M	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $1.40 / $4.40Price $/M: 1.4 / 4.4	— Source captured 2026-10-01 · Publisher date 2026-10-01
#27	gemini-3.7-flash-highGoogle	1,592	9,624	1M	1.05M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.75 / $3.75Price $/M: 0.75 / 3.75	— Source captured 2026-10-01 · Publisher date 2026-10-01
#28	qwen3.8-27bQwen	1,591	12,388	N/A	262K	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.40 / $3Price $/M: 0.5 / 3	— Source captured 2026-10-01 · Publisher date 2026-10-01
#29	deepseek-v4-pro-high-20260813DeepSeek	1,583	4,882	N/A	1M	Board: WebDev Arena95% CI: +9/-9Arena price / M: $1.32 / $3.96Price $/M: 1.32 / 3.96	— Source captured 2026-10-01 · Publisher date 2026-10-01
#29	gemini-3.8-flash-highGoogle	1,583	8,524	1M	1.05M	Board: WebDev Arena95% CI: +8/-8Arena price / M: $0.75 / $3.75Price $/M: 0.75 / 3.75	— Source captured 2026-10-01 · Publisher date 2026-10-01
#31	deepseek-v4-flash-highDeepSeek	1,581	5,040	1M	1M	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.30 / $1.20	— Source captured 2026-10-01 · Publisher date 2026-10-01
#32	gpt-6-luna-maxOpenAI	1,579	6,429	1.1M	1.05M	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.10 / $0.50Price $/M: 0.1 / 0.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#33	step-5-preview-highStepFun	1,570	2,506	N/A	1M	Board: WebDev Arena95% CI: +13/-13Arena price / M: N/APrice $/M: 1 / 2.7	— Source captured 2026-10-01 · Publisher date 2026-10-01
#34	claude-opus-4-7-highAnthropic	1,557	17,982	1M	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#35	claude-opus-4-8-highAnthropic	1,556	18,908	1M	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#36	claude-opus-4-7Anthropic	1,555	18,174	1M	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#37	grok-4.5SpaceXAI	1,552	11,393	500K	500K	Board: WebDev Arena95% CI: +7/-7Arena price / M: $2 / $6Price $/M: 2 / 6	— Source captured 2026-10-01 · Publisher date 2026-10-01
#38	claude-opus-4-6-highAnthropic	1,546	19,519	1M	—	Board: WebDev Arena95% CI: +5/-5Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#39	muse-spark-1.1Meta	1,542	8,070	N/A	—	Board: WebDev Arena95% CI: +8/-8Arena price / M: $1.25 / $4.25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#40	claude-sonnet-5-highAnthropic	1,539	14,130	1M	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $2 / $10Price $/M: 2 / 10	— Source captured 2026-10-01 · Publisher date 2026-10-01
#41	claude-opus-4-6Anthropic	1,537	20,762	1M	—	Board: WebDev Arena95% CI: +5/-5Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#42	gemini-3.6-flash-highGoogle	1,536	8,823	1M	1.05M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.75 / $3.75Price $/M: 0.75 / 3.75	— Source captured 2026-10-01 · Publisher date 2026-10-01
#43	claude-opus-4-8Anthropic	1,534	17,880	1M	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#44	muse-spark-1.2 (xHigh)Meta	1,532	2,183	N/A	1.05M	Board: WebDev Arena95% CI: +14/-14Arena price / M: $1.25 / $4.25Price $/M: 1.25 / 4.25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#45	claude-sonnet-4-6Anthropic	1,521	22,960	1M	—	Board: WebDev Arena95% CI: +5/-5Arena price / M: $1.50 / $7.50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#46	gpt-5.6-terra-xhigh (codex-harness)OpenAI	1,519	12,526	1M	1.05M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $2 / $12Price $/M: 2 / 12	— Source captured 2026-10-01 · Publisher date 2026-10-01
#47	gpt-5.6-luna-xhigh (codex-harness)OpenAI	1,518	12,776	1M	1.05M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $0.20 / $1.20Price $/M: 0.2 / 1.2	— Source captured 2026-10-01 · Publisher date 2026-10-01
#48	seed-2.1-pro-previewByteDance	1,517	13,312	N/A	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: N/A	— Source captured 2026-10-01 · Publisher date 2026-10-01
#49	qwen3.7-max-20260517Qwen	1,515	8,922	1M	1M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $1.48 / $4.42Price $/M: 2.5 / 7.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#50	gpt-5.5-xhigh (codex-harness)OpenAI	1,512	15,873	N/A	1.05M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $30Price $/M: 5 / 30	— Source captured 2026-10-01 · Publisher date 2026-10-01
#51	kimi-k2.6Moonshot AI	1,509	10,208	262.1K	262K	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.95 / $4Price $/M: 0.95 / 4	— Source captured 2026-10-01 · Publisher date 2026-10-01
#52	glm-5.1Z.ai	1,508	10,797	202.8K	—	Board: WebDev Arena95% CI: +7/-7Arena price / M: $1.40 / $4.40	— Source captured 2026-10-01 · Publisher date 2026-10-01
#53	hy3Tencent	1,507	5,802	262.1K	—	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.13 / $0.53	— Source captured 2026-10-01 · Publisher date 2026-10-01
#54	gemini-3.5-flash-highGoogle	1,499	9,497	1M	1.05M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.75 / $4.50Price $/M: 1.5 / 9	— Source captured 2026-10-01 · Publisher date 2026-10-01
#55	claude-opus-4-5-20251101-high-32kAnthropic	1,493	11,034	200K	—	Board: WebDev Arena95% CI: +8/-8Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#56	gemini-3.5-flash-mediumGoogle	1,490	12,256	1M	1.05M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.75 / $4.50Price $/M: 1.5 / 9	— Source captured 2026-10-01 · Publisher date 2026-10-01
#57	gpt-5.5-high (codex-harness)OpenAI	1,487	18,174	N/A	1.05M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $30Price $/M: 5 / 30	— Source captured 2026-10-01 · Publisher date 2026-10-01
#58	minimax-m3MiniMax	1,482	17,613	524.3K	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $0.30 / $1.20Price $/M: 0.3 / 1.2	— Source captured 2026-10-01 · Publisher date 2026-10-01
#58	qwen3.6-max-previewQwen	1,482	2,716	262.1K	—	Board: WebDev Arena95% CI: +13/-13Arena price / M: $1.03 / $6.16	— Source captured 2026-10-01 · Publisher date 2026-10-01
#60	mimo-v2.5-proXiaomi	1,478	20,313	1.1M	1.05M	Board: WebDev Arena95% CI: +5/-5Arena price / M: $0.43 / $0.87Price $/M: 0.435 / 0.87	— Source captured 2026-10-01 · Publisher date 2026-10-01
#61	kimi-k2.7-codeMoonshot AI	1,473	4,993	262.1K	262K	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.67 / $3.35Price $/M: 0.95 / 4	— Source captured 2026-10-01 · Publisher date 2026-10-01
#62	claude-opus-4-5-20251101Anthropic	1,468	13,427	200K	—	Board: WebDev Arena95% CI: +7/-7Arena price / M: $5 / $25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#63	gpt-5.4-high (codex-harness)OpenAI	1,465	1,351	1.1M	1.05M	Board: WebDev Arena95% CI: +19/-19Arena price / M: $2.50 / $15Price $/M: 2.5 / 15	— Source captured 2026-10-01 · Publisher date 2026-10-01
#64	deepseek-v4-pro-high-previewDeepSeek	1,463	13,229	1M	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $1.32 / $3.96Price $/M: 1.32 / 3.96	— Source captured 2026-10-01 · Publisher date 2026-10-01
#65	qwen3.6-plusQwen	1,461	18,688	1M	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: $0.33 / $1.95	— Source captured 2026-10-01 · Publisher date 2026-10-01
#66	gpt-5.5 (codex-harness)OpenAI	1,456	16,061	N/A	1.05M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $5 / $30Price $/M: 5 / 30	— Source captured 2026-10-01 · Publisher date 2026-10-01
#67	deepseek-v4-proDeepSeek	1,446	14,042	1M	1M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $1.32 / $3.96Price $/M: 1.32 / 3.96	— Source captured 2026-10-01 · Publisher date 2026-10-01
#67	gemini-3.1-pro-previewGoogle	1,446	24,347	1M	1.05M	Board: WebDev Arena95% CI: +5/-5Arena price / M: $1 / $6Price $/M: 2 / 12	— Source captured 2026-10-01 · Publisher date 2026-10-01
#69	gpt-5.4-medium (codex-harness)OpenAI	1,444	1,376	1.1M	1.05M	Board: WebDev Arena95% CI: +18/-18Arena price / M: $2.50 / $15Price $/M: 2.5 / 15	— Source captured 2026-10-01 · Publisher date 2026-10-01
#70	gemini-3.5-flash-liteGoogle	1,440	242	1M	1.05M	Board: WebDev Arena95% CI: +41/-41Arena price / M: $0.15 / $1.25Price $/M: 0.3 / 2.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#71	gemini-3-flashGoogle	1,439	10,896	1M	1.05M	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.50 / $3Price $/M: 0.5 / 3	— Source captured 2026-10-01 · Publisher date 2026-10-01
#71	gemini-3-proGoogle	1,439	14,092	1M	—	Board: WebDev Arena95% CI: +8/-8Arena price / M: $2 / $12	— Source captured 2026-10-01 · Publisher date 2026-10-01
#73	mimo-v2.5Xiaomi	1,438	15,018	1.1M	1.05M	Board: WebDev Arena95% CI: +6/-6Arena price / M: $0.14 / $0.28Price $/M: 0.14 / 0.28	— Source captured 2026-10-01 · Publisher date 2026-10-01
#74	kimi-k2.5-thinkingMoonshot AI	1,436	20,149	N/A	—	Board: WebDev Arena95% CI: +5/-5Arena price / M: $0.60 / $3	— Source captured 2026-10-01 · Publisher date 2026-10-01
#75	glm-4.7Z.ai	1,434	4,007	204.8K	—	Board: WebDev Arena95% CI: +12/-12Arena price / M: $0.60 / $2.20	— Source captured 2026-10-01 · Publisher date 2026-10-01
#75	glm-5Z.ai	1,434	7,504	202.8K	—	Board: WebDev Arena95% CI: +8/-8Arena price / M: $1 / $3.20	— Source captured 2026-10-01 · Publisher date 2026-10-01
#77	mimo-v2-proXiaomi	1,433	7,253	1M	—	Board: WebDev Arena95% CI: +8/-8Arena price / M: $1.10 / $3.30	— Source captured 2026-10-01 · Publisher date 2026-10-01
#78	deepseek-v4-flash-high-previewDeepSeek	1,430	10,158	1M	1M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.30 / $1.20	— Source captured 2026-10-01 · Publisher date 2026-10-01
#79	gpt-5-mediumOpenAI	1,417	3,091	400K	—	Board: WebDev Arena95% CI: +16/-16Arena price / M: $1.25 / $10	— Source captured 2026-10-01 · Publisher date 2026-10-01
#80	gpt-5.2OpenAI	1,415	1,082	400K	400K	Board: WebDev Arena95% CI: +22/-22Arena price / M: $0.88 / $7Price $/M: 1.75 / 14	— Source captured 2026-10-01 · Publisher date 2026-10-01
#81	inklingThinking Machines	1,413	13,705	524.3K	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: $1 / $4.05	— Source captured 2026-10-01 · Publisher date 2026-10-01
#82	gpt-5.3-codex (codex-harness)OpenAI	1,408	2,643	400K	400K	Board: WebDev Arena95% CI: +14/-14Arena price / M: $1.75 / $14Price $/M: 1.75 / 14	— Source captured 2026-10-01 · Publisher date 2026-10-01
#82	Inkling SmallThinking Machines	1,408	5,421	524.3K	1.05M	Board: WebDev Arena95% CI: +9/-9Arena price / M: $0.45 / $1.20Price $/M: 0.3 / 1.2	— Source captured 2026-10-01 · Publisher date 2026-10-01
#84	kimi-k2.5-instantMoonshot AI	1,404	3,271	262.1K	—	Board: WebDev Arena95% CI: +12/-12Arena price / M: $0.45 / $2.25	— Source captured 2026-10-01 · Publisher date 2026-10-01
#85	glm-5v-turboZ.ai	1,400	2,416	202.8K	—	Board: WebDev Arena95% CI: +13/-13Arena price / M: $1.20 / $4	— Source captured 2026-10-01 · Publisher date 2026-10-01
#86	qwen3.5-397b-a17bQwen	1,399	21,280	262.1K	—	Board: WebDev Arena95% CI: +5/-5Arena price / M: $0.55 / $3.50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#87	gpt-5.4-mini-highOpenAI	1,397	11,998	400K	400K	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.75 / $4.50Price $/M: 0.75 / 4.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#87	minimax-m2.7MiniMax	1,397	16,074	204.8K	205K	Board: WebDev Arena95% CI: +6/-6Arena price / M: $0.30 / $1.20Price $/M: 0.3 / 1.2	— Source captured 2026-10-01 · Publisher date 2026-10-01
#89	gpt-5.1-mediumOpenAI	1,395	4,911	400K	—	Board: WebDev Arena95% CI: +11/-11Arena price / M: $0.63 / $5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#89	gpt-5.4OpenAI	1,395	3,801	1.1M	1.05M	Board: WebDev Arena95% CI: +11/-11Arena price / M: $2.50 / $15Price $/M: 2.5 / 15	— Source captured 2026-10-01 · Publisher date 2026-10-01
#91	claude-sonnet-4-5-20250929-high-32kAnthropic	1,393	13,253	1M	—	Board: WebDev Arena95% CI: +8/-8Arena price / M: $3 / $15	— Source captured 2026-10-01 · Publisher date 2026-10-01
#92	claude-opus-4-1-20250805Anthropic	1,389	6,926	200K	—	Board: WebDev Arena95% CI: +11/-11Arena price / M: $7.50 / $37.50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#93	minimax-m2.5MiniMax	1,386	7,637	204.8K	205K	Board: WebDev Arena95% CI: +8/-8Arena price / M: $0.27 / $1.08Price $/M: 0.3 / 1.2	— Source captured 2026-10-01 · Publisher date 2026-10-01
#94	claude-sonnet-4-5-20250929Anthropic	1,384	15,722	1M	—	Board: WebDev Arena95% CI: +7/-7Arena price / M: $3 / $15	— Source captured 2026-10-01 · Publisher date 2026-10-01
#94	gemini-3-flash (thinking-minimal)Google	1,384	22,213	1M	1.05M	Board: WebDev Arena95% CI: +5/-5Arena price / M: $0.50 / $3Price $/M: 0.5 / 3	— Source captured 2026-10-01 · Publisher date 2026-10-01
#94	minimax-m2.1-previewMiniMax	1,384	7,644	204.8K	—	Board: WebDev Arena95% CI: +10/-10Arena price / M: $0.30 / $1.20	— Source captured 2026-10-01 · Publisher date 2026-10-01
#97	grok-4.20-beta-0309-reasoningSpaceXAI	1,374	15,503	1M	—	Board: WebDev Arena95% CI: +6/-6Arena price / M: $1.25 / $2.50	— Source captured 2026-10-01 · Publisher date 2026-10-01
#98	gpt-5.3-codex (codex-harness)OpenAI	1,371	3,657	400K	400K	Board: WebDev Arena95% CI: +11/-11Arena price / M: $1.75 / $14Price $/M: 1.75 / 14	— Source captured 2026-10-01 · Publisher date 2026-10-01
#99	solar-pro4Upstage	1,370	4,945	524.3K	—	Board: WebDev Arena95% CI: +10/-10Arena price / M: $0.09 / $0.36	— Source captured 2026-10-01 · Publisher date 2026-10-01
#100	gemma-4-31bGoogle	1,365	13,325	131.1K	262K	Board: WebDev Arena95% CI: +6/-6Arena price / M: $0.99 / $1.49	— Source captured 2026-10-01 · Publisher date 2026-10-01
#103	gemma-4-26b-a4bGoogle	1,358	1,502	N/A	262K	Board: WebDev Arena95% CI: +17/-17Arena price / M: N/A	— Source captured 2026-10-01 · Publisher date 2026-10-01
#114	claude-haiku-4-5-20251001Anthropic	1,329	29,184	200K	200K	Board: WebDev Arena95% CI: +5/-5Arena price / M: $1 / $5Price $/M: 1 / 5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#122	mistral-medium-3.5Mistral	1,263	2,322	262.1K	262K	Board: WebDev Arena95% CI: +15/-15Arena price / M: $0.75 / $3.75Price $/M: 1.5 / 7.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#123	gemini-3.1-flash-lite-previewGoogle	1,256	14,417	1M	1.05M	Board: WebDev Arena95% CI: +7/-7Arena price / M: $0.25 / $1.50Price $/M: 0.25 / 1.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#130	mistral-large-3Mistral	1,230	840	N/A	262K	Board: WebDev Arena95% CI: +25/-25Arena price / M: $0.50 / $1.50Price $/M: 0.5 / 1.5	— Source captured 2026-10-01 · Publisher date 2026-10-01
#131	gemini-2.5-proGoogle	1,227	2,729	1M	1.05M	Board: WebDev Arena95% CI: +16/-16Arena price / M: $1.25 / $10Price $/M: 1.25 / 10	— Source captured 2026-10-01 · Publisher date 2026-10-01

Full Code Arena WebDev overall table captured 2026-10-01 from arena.ai/leaderboard/code/webdev (138 models, 838,388 votes; board dated 2026-10-01). Arena Score is not a percentage and is not comparable to Agent net improvement or DeepSWE pass rates. Preliminary ratings are marked per row.

Open Code Arena · WebDev leaderboard

Showing the top 100 of 138 entries plus every model with a page in our catalog. 32 lower-ranked entries are on the full source table.

Evidence in this catalog

Where Code Arena · WebDev fits

Closest verified examples we currently carry. A missing score is not a zero.

Model examples

claude-opus-5.5-max1815
Published source observation captured 2026-10-01. Source-specific result; no independent rerun or universal capability verdict.
gpt-6-astra-max1788
Published source observation captured 2026-10-01. Source-specific result; no independent rerun or universal capability verdict.
claude-sonnet-5.5-xhigh1786
Published source observation captured 2026-10-01. Source-specific result; no independent rerun or universal capability verdict.

Harness examples

No directly comparable harness score is verified here yet.

Open this board on Code Arena · WebDev leaderboard

Arena

Code Arena · WebDev results in a readable view

Arena Score by published row

Votes from the published rows

Arena context from the published rows

Context from the published rows

Where Code Arena · WebDev fits

Model examples

Harness examples