Model comparison
Amazon Nova 2 Pro vs Claude Sonnet 5
Amazon against Anthropic, compared on context, price, and attributed benchmark results.
Recorded profile verification October 2, 2026Individual provider fields may changeEvidence confidence: Medium — see receipts below
Amazon
Amazon Nova 2 Pro
Balanced
Anthropic
Claude Sonnet 5
Balanced
| Specification | Amazon Nova 2 Pro | Claude Sonnet 5 |
|---|---|---|
| Provider | ||
| Provider | Amazon | Anthropic |
| Tier | ||
| Tier | Balanced | Balanced |
| Context window | ||
| Context window | 1M | 1M |
| Max output | ||
| Max output | Not verifiedUnverified | 128K |
| Input / 1M tokens | ||
| Input / 1M tokens | Winner: $1.25 | $2 |
| Output / 1M tokens | ||
| Output / 1M tokens | $10 | $10 |
| Weights | ||
| Weights | Closed | Closed |
| Parameters | ||
| Parameters | Not verifiedUnverified | Not verifiedUnverified |
| Reasoning levels | ||
| Reasoning levels | low, medium, high | low, medium, high, xhigh, max |
| Modalities | ||
| Modalities | text, image, video, audio | text, image |
| API model id | ||
| API model id | Not verifiedUnverified | claude-sonnet-5 |
| Released | ||
| Released | December 2, 2025 | June 30, 2026 |
| Terminal-Bench 2.1 · source date Claude Sonnet 5: 2026-06-30 | ||
| Terminal-Bench 2.1 · source date Claude Sonnet 5: 2026-06-30 | Not verifiedUnverified | 80.4 |
| Humanity's Last Exam · source date Claude Sonnet 5: 2026-06-30 | ||
| Humanity's Last Exam · source date Claude Sonnet 5: 2026-06-30 | Not verifiedUnverified | 57.4 |
| LiveBench · source date Claude Sonnet 5: 2026-09-05 | ||
| LiveBench · source date Claude Sonnet 5: 2026-09-05 | Not verifiedUnverified | 76 |
Dates beside benchmark scores refer to the linked source’s publication or capture date unless that source explicitly states when it measured the result. A shared URL alone does not establish comparable runs; unverified setups are marked. Prices are USD per million tokens at standard rates, excluding batch and caching discounts. Values we could not confirm from the provider are shown as “Not verified” rather than estimated.
Benchmark receipts
Where each score comes from, and how far it can be compared across models.
- Source date2026-09-05LiveBench official leaderboard (benchmark-owned), xhigh effort
Contamination-resistant general capability across reasoning, coding, math, data analysis, and language, with monthly question refreshes.
Comparable with caveatCompare only observations confirmed to use the same exact question-set version. Date proximity (including within one month) does not establish identical questions; when the version is unavailable, treat the scores as unaligned.
- Source date2026-06-30Anthropic announcement (vendor, with tools)
Frontier-knowledge ceiling: extremely hard multi-domain questions written to be near-impossible without deep expertise.
Comparable with caveatSubset/tool configurations (text-only vs with-tools) differ between vendors and materially change scores; must match configuration to compare.
- Source date2026-06-30Anthropic Claude Sonnet 5 system card, sections 8.1 and 8.3 (vendor-reported; mini-SWE-agent harness) (mini-SWE-agent; effort and experiment date not specified in the summary table)
Agentic terminal work: multi-step tasks executed in a sandboxed shell environment.
Comparable with caveatNot comparable with Terminal-Bench 3.0 or 4.0 (different task sets) or v1; harness configuration (container, time limits) also shifts results.
Pricing tiers
Amazon Nova 2 Pro: Bedrock Global Standard $1.25/$10 per MTok; single-region $1.375/$11. Global Flex/Batch $0.625/$5; Global Priority $2.1875/$17.50. These are native Nova 2.0 Pro meters in the September 30, 2026 offer file, not custom-model or training rates. No Pro cached-input meter is present in this snapshot. Price meters do not establish account access.
Claude Sonnet 5: Standard $2/$10 per MTok with no long-context surcharge. Cache reads $0.20; 5-minute writes $2.50 and 1-hour writes $4. Batch $1/$5. US-only inference adds 10% where supported. Batch supports 300K output with output-300k-2026-03-24; standard stays 128K. Knowledge cutoff Jan 2026; retirement not sooner than June 30, 2027.
Amazon Nova 2 Pro
Amazon's closed Nova 2 Pro preview accepts text, images, video and speech and generates text; its launch announcement specifies a one-million-token context.
Best for
- AWS-native workloads
- Multimodal
- Long-context
Watch out
Preview access was announced for Nova Forge customers through their AWS account team. Current account access, a stable API model ID and a hard output cap remain unverified. Launch documentation names low/medium/high thinking; the current detailed thinking guide covers Lite only, so do not transfer its request rules to Pro. The October 1 Artificial Analysis 14-point Pro row is an estimate and is withheld. Omission from a current model list does not prove retirement.
Claude Sonnet 5
Claude Sonnet 5 is Anthropic's previous Sonnet generation for high-volume agentic work at $2/$10.
Best for
- Everyday generation
- High-volume agents
- Cost-sensitive work
Watch out
Active legacy. Sonnet 5.5 launched September 28 at the same token price, with breaking changes to thinking, forced tool use, computer use, advisor choices and progress blocks. Sonnet 5 rejects non-default temperature/top_p/top_k; test the exact target model before switching.
When the cheaper one wins
Both charge $10 per million output tokens at standard rates, so output price is not the split. Prefer the row whose “best for” line matches the job, then confirm the live vendor rate.
Run the model pickerEvidence confidence: Medium
How strong and complete the evidence behind this comparison is — not a prediction of which model is better.
- Pricing verified on both sides — Input and output rates are verified for both models.
- 3/5 core specs verified on both sides — Not published for at least one side: max output, parameter count.
- No directly aligned benchmark setup — No benchmark has matching cited sources, source dates, units, effort and recorded run details on both models.
- Verified within the last 90 days — Older of the two catalog checks was 25 days ago.
- Both models carry source citations — Each side has at least two catalog sources on record.
Source receipts
Each catalog figure was checked against the provider or an independent second source on the date shown.
- Amazon Nova 2 Pro: AWS dated Pro preview, context, effort levels and access conditions (accessed 2026-10-02)
- Amazon Nova 2 Pro: Amazon exact Pro input modalities and text output (accessed 2026-10-02)
- Amazon Nova 2 Pro: AWS native offer file, published September 30, 2026 (accessed 2026-10-02)
- Amazon Nova 2 Pro: AWS service quotas retain Nova 2 Pro Preview references (accessed 2026-10-02)
- Amazon Nova 2 Pro: Artificial Analysis October 1 captured public table; Pro estimate is withheld (accessed 2026-10-02)
- Claude Sonnet 5: Claude model overview — whole-profile source check October 1 (accessed 2026-10-01)
- Claude Sonnet 5: Claude current API pricing, caching and inference geography (accessed 2026-10-01)
- Claude Sonnet 5: Anthropic — Claude Sonnet 5 (accessed 2026-08-29)
- Claude Sonnet 5: Anthropic news — Claude Sonnet 5 (accessed 2026-08-29)
- Claude Sonnet 5: Current model documentation (accessed 2026-10-01)
- Claude Sonnet 5: Anthropic selectable effort levels (separate from adaptive thinking mode) (accessed 2026-10-01)
Related comparisons
- Amazon Nova 2 Lite vs Amazon Nova 2 Pro
- Amazon Nova 2 Lite vs Claude Sonnet 5
- Amazon Nova 2 Pro vs Base 1
- Amazon Nova 2 Pro vs Claude Sonnet 5.5
- Amazon Nova 2 Pro vs SWE-1.5
- Amazon Nova 2 Pro vs SWE-1.6
Diving deeper on one model? Amazon Nova 2 Pro · Claude Sonnet 5
Common questions
Amazon Nova 2 Pro vs Claude Sonnet 5
Answered from the verified figures on this page rather than general guidance.
Is Amazon Nova 2 Pro or Claude Sonnet 5 cheaper for input?
Is Amazon Nova 2 Pro or Claude Sonnet 5 cheaper for output?
Which has the larger context window, Amazon Nova 2 Pro or Claude Sonnet 5?
Do Amazon Nova 2 Pro and Claude Sonnet 5 support the same reasoning levels?
Should I use Amazon Nova 2 Pro or Claude Sonnet 5?
Next step
Choosing between them
The verified figures that separate this pair, computed from the catalog rather than restated boilerplate.
- Input price: Amazon Nova 2 Pro costs $1.25 per 1M tokens versus $2 for Claude Sonnet 5 — a 1.6x difference at the headline tier.
Choosing a harness rather than a model — Cursor, Copilot, Claude Code, Windsurf, or Lovable? Compare agentic harnesses · Latest releases.