Model comparison
Kimi K3 vs MiniMax M3
Moonshot AI against MiniMax, compared on context, price, and attributed benchmark results.
Recorded profile verification October 2, 2026Individual provider fields may changeEvidence confidence: Medium — see receipts below
Moonshot AI
Kimi K3
Frontier · Open weights
MiniMax
MiniMax M3
Frontier · Open weights
| Specification | Kimi K3 | MiniMax M3 |
|---|---|---|
| Provider | ||
| Provider | Moonshot AI | MiniMax |
| Tier | ||
| Tier | Frontier | Frontier |
| Context window | ||
| Context window | Winner: 1.05M | 1M |
| Max output | ||
| Max output | 1.05M | Not verifiedUnverified |
| Input / 1M tokens | ||
| Input / 1M tokens | $3 | Winner: $0.30 |
| Output / 1M tokens | ||
| Output / 1M tokens | $15 | Winner: $1.20 |
| Weights | ||
| Weights | Open | Open |
| Parameters | ||
| Parameters | 2.8T total / 104B active (MoE) | 428B total / 23B active (MoE) |
| Reasoning levels | ||
| Reasoning levels | low, high, max | Not verifiedUnverified |
| Modalities | ||
| Modalities | text, image, video | text, image, video |
| License | ||
| License | Kimi K3 License (custom) | MiniMax Community License |
| API model id | ||
| API model id | kimi-k3 | MiniMax-M3 |
| Released | ||
| Released | July 16, 2026 | June 1, 2026 |
| Artificial Analysis Intelligence Index [max] · source date Kimi K3: 2026-10-01 | ||
| Artificial Analysis Intelligence Index [max] · source date Kimi K3: 2026-10-01 | 44 | Not verifiedUnverified |
| Artificial Analysis Intelligence Index · source date MiniMax M3: 2026-10-01 | ||
| Artificial Analysis Intelligence Index · source date MiniMax M3: 2026-10-01 | Not verifiedUnverified | 29 |
| Terminal-Bench 2.1 [max] · source date Kimi K3: 2026-10-01 | ||
| Terminal-Bench 2.1 [max] · source date Kimi K3: 2026-10-01 | 88.3 | Not verifiedUnverified |
| Terminal-Bench 2.1 · source date MiniMax M3: 2026-06-01 | ||
| Terminal-Bench 2.1 · source date MiniMax M3: 2026-06-01 | Not verifiedUnverified | 66 |
| GPQA Diamond [max] · source date Kimi K3: 2026-10-01 | ||
| GPQA Diamond [max] · source date Kimi K3: 2026-10-01 | 93.5 | Not verifiedUnverified |
| Humanity's Last Exam [max] · source date Kimi K3: 2026-10-01 | ||
| Humanity's Last Exam [max] · source date Kimi K3: 2026-10-01 | 56 | Not verifiedUnverified |
| SWE-bench Verified · source date Kimi K3: 2026-10-01 | ||
| SWE-bench Verified · source date Kimi K3: 2026-10-01 | 93.4 | Not verifiedUnverified |
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 date2026-10-01Artificial Analysis (MiniMax-M3)
Composite index blending reasoning, knowledge, and coding evals into one 0–100 score.
Comparable with caveatOnly same-version scores are comparable. v4.3.2 was rebaselined (the top score fell from 66 on v4.1.1 to ~58), so v4.1.1 figures must not be compared with v4.3.2 figures — check the cited source and its date.
- Source date2026-10-01Vals.ai exact Kimi K3 93.40% key-takeaway result; independent bash-only harness, 500-task Verified subset; experiment date unverified
Real GitHub issue resolution: does the model's patch pass the hidden tests.
Comparable with caveatPost-audit vendor claims and pre-audit scores sit on different task trust levels; scaffolding (agent harness, compute budget) also dominates results. Never aggregate across scaffolds.
- Source date2026-10-01Kimi K3 official model-card table (vendor-reported) (HLE-Full with general tools; temperature 1.0; 43.5% separately without tools; exact run date unverified)
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 date2026-10-01Kimi K3 official model-card table (vendor-reported) (Single-step, temperature 1.0, top-p 0.95; exact run date unverified)
Graduate-level science reasoning: multiple-choice questions written by domain PhDs.
Comparable with caveatDo not treat a fixed two-point band as universal measurement uncertainty; it depends on run count and evaluation setup. Chain-of-thought, prompt, and tool policy must match. The small pool limits fine-grained conclusions, and frontier scores can be near ceiling; Artificial Analysis dropped it from its Intelligence Index in v4.3.
- Source date2026-10-01Kimi K3 official model-card table (vendor-reported) (Kimi Code harness; temperature 1.0, top-p 1.0; exact run date unverified)
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.
- Source date2026-10-01Artificial Analysis (Kimi K3 (max))
Composite index blending reasoning, knowledge, and coding evals into one 0–100 score.
Comparable with caveatOnly same-version scores are comparable. v4.3.2 was rebaselined (the top score fell from 66 on v4.1.1 to ~58), so v4.1.1 figures must not be compared with v4.3.2 figures — check the cited source and its date.
- Source date2026-06-01MiniMax vendor report: Terminus2, 8CPU/16GB sandbox, 2h, 128K generation budget; budget is not an API cap
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
Kimi K3: $3/$15 per million input/output tokens; cached input $0.30. Cache writes add $3/MTok for 5-minute TTL or $6/MTok for 1-hour TTL; hits refresh TTL without another write charge. API access requires a successful top-up of at least $1. max_completion_tokens defaults to 131,072 and can be set up to 1,048,576. Kimi K3 uses a custom license; self-hosting has compute costs.
MiniMax M3: MiniMax Standard $0.30/$1.20 per MTok through 512K input; above 512K $0.60/$2.40. Cache reads $0.06/$0.12. Priority is 1.5x the applicable Standard rate. The page labels these current rates permanent 50% off; future tariffs are not established. Subscription-key Credits/M Plan and PAYG balance are separate.
Kimi K3
Kimi K3 is Moonshot AI's open-weight multimodal 2.8T/104B MoE model with a 1,048,576-token context.
Best for
- Open-weight frontier work
- Long-context
- Multimodal
Watch out
Thinking is always on; preserve complete assistant reasoning/tool history. Vision input requires base64 or ms:// rather than public image URLs, and temperature/top_p/n/penalties are fixed. Current docs discourage production web-search use. The custom licence requires an agreement for Model-as-a-Service businesses above $20M aggregate licensee/affiliate revenue over consecutive 12 months; commercial products above 100M monthly active users or $20M monthly revenue require Kimi K3 UI attribution. Internal use and official/certified serving routes have separate exemptions. July 16 is Kimi Code's release date, distinct from weights publication.
MiniMax M3
MiniMax M3 is an open-weight (community license) 428B MoE with native multimodal and 1M context.
Best for
- Open-weight deployments
- Multimodal
- Long-context
Watch out
Commercial checkpoint use requires Built with MiniMax M3 attribution and a one-time notice at or below $20M yearly revenue from the relevant products/services; above that threshold prior written authorization is required. Keep copyright/permission notices and follow prohibited-use terms. The checkpoint documents enabled/adaptive/disabled thinking. Hosted OpenAI compatibility defaults thinking on; Anthropic compatibility defaults it off and enables it with adaptive. Preview effort levels do not apply to M3. A hard output cap remains unverified.
When the cheaper one wins
MiniMax M3 is cheaper on output at $1.20 per million tokens against $15 for Kimi K3 — about 13×. Use the cheaper tier for classification, extraction, summarisation, and any task where the expensive model’s extra score does not change the accepted output. The expensive one only pays if your hardest task actually fails on the cheap tier. This compares standard short-context token rates, not total cost per accepted task. Include input, cache, context tiers, schedules, retries and review in your pilot.
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, reasoning levels.
- 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.
- Kimi K3: Whole-profile primary source check October 1 (accessed 2026-10-01)
- Kimi K3: Whole-profile primary source check October 1 (accessed 2026-10-01)
- Kimi K3: Kimi Code dated release history (K3 July 16; distinct from weights publication) (accessed 2026-10-01)
- Kimi K3: Kimi K3 API pricing — native cache-write TTL charges (accessed 2026-10-01)
- Kimi K3: Exact Kimi K3 custom license (accessed 2026-10-01)
- Kimi K3: HuggingFace — Kimi K3 (accessed 2026-08-29)
- Kimi K3: Moonshot — Kimi K3 guide (accessed 2026-08-29)
- Kimi K3: Kimi K3 quickstart (max_completion_tokens up to 1,048,576) (accessed 2026-09-26)
- MiniMax M3: MiniMax — Pay as You Go - MiniMax API Docs (accessed 2026-10-01)
- MiniMax M3: MiniMax — Models - MiniMax API Docs (accessed 2026-10-01)
- MiniMax M3: MiniMax — Model Invocation - MiniMax API Docs (accessed 2026-10-01)
- MiniMax M3: MiniMax — OpenAI SDK - MiniMax API Docs (accessed 2026-10-01)
- MiniMax M3: MiniMax — Anthropic SDK - MiniMax API Docs (accessed 2026-10-01)
- MiniMax M3: MiniMax — MiniMaxAI/MiniMax-M3 · Hugging Face (accessed 2026-10-01)
- MiniMax M3: MiniMax — LICENSE · MiniMaxAI/MiniMax-M3 at main (accessed 2026-10-01)
- MiniMax M3: MiniMax — MiniMax M3: Frontier Coding, 1M Context, Native Multimodality — All in One Model - MiniMax Research (accessed 2026-10-01)
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Diving deeper on one model? Kimi K3 · MiniMax M3
Common questions
Kimi K3 vs MiniMax M3
Answered from the verified figures on this page rather than general guidance.
Is Kimi K3 or MiniMax M3 cheaper for input?
Is Kimi K3 or MiniMax M3 cheaper for output?
Which has the larger context window, Kimi K3 or MiniMax M3?
Should I use Kimi K3 or MiniMax M3?
Next step
Choosing between them
The verified figures that separate this pair, computed from the catalog rather than restated boilerplate.
- Input price: MiniMax M3 costs $0.30 per 1M tokens versus $3 for Kimi K3 — a 10x difference at the headline tier.
- Context: Kimi K3 takes 1.05M against 1M for MiniMax M3 — only decisive if your prompts approach the smaller window.
Choosing a harness rather than a model — Cursor, Copilot, Claude Code, Windsurf, or Lovable? Compare agentic harnesses · Latest releases.