Model Comparison

MiniMax M2.7 vs Kimi K3Which is better in 2026?

Kimi K3 significantly outperforms across most benchmarks. MiniMax M2.7 is 11.4x cheaper per token.

Verdict: MiniMax M2.7 vs Kimi K3 — which is better?

MiniMax M2.7 (by MiniMax) and Kimi K3 (by Moonshot AI) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

MiniMax M2.7 outperforms in 0 benchmarks, while Kimi K3 is better at 2 benchmarks (GDPval-AA, Toolathlon). Kimi K3 significantly outperforms across most benchmarks.

On price, MiniMax M2.7 is roughly 11.4x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Kimi K3 also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Choose MiniMax M2.7 if…

  • cost matters — it's about 11.4x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose Kimi K3 if…

  • you want the strongest raw capability — it leads on 2 of 2 shared benchmarks
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Jul 2026

Performance Benchmarks

Comparative analysis across standard metrics

2 benchmarks

MiniMax M2.7 outperforms in 0 benchmarks, while Kimi K3 is better at 2 benchmarks (GDPval-AA, Toolathlon).

Kimi K3 significantly outperforms across most benchmarks.

Fri Jul 17 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

MiniMax M2.7 costs less

For input processing, MiniMax M2.7 ($0.30/1M tokens) is 10.0x cheaper than Kimi K3 ($3.00/1M tokens).

For output processing, MiniMax M2.7 ($1.20/1M tokens) is 12.5x cheaper than Kimi K3 ($15.00/1M tokens).

In conclusion, Kimi K3 is more expensive than MiniMax M2.7.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Jul 17 2026 • llm-stats.com
MiniMax
MiniMax M2.7
Input tokens$0.30
Output tokens$1.20
Best providerFireworks
Moonshot AI
Kimi K3
Input tokens$3.00
Output tokens$15.00
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Kimi K3 accepts 1,048,576 input tokens compared to MiniMax M2.7's 196,608 tokens. Kimi K3 can generate longer responses up to 1,048,576 tokens, while MiniMax M2.7 is limited to 196,608 tokens.

MiniMax
MiniMax M2.7
Input196,608 tokens
Output196,608 tokens
Moonshot AI
Kimi K3
Input1,048,576 tokens
Output1,048,576 tokens
Fri Jul 17 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Kimi K3 supports multimodal inputs, whereas MiniMax M2.7 does not.

Kimi K3 can handle both text and other forms of data like images, making it suitable for multimodal applications.

MiniMax M2.7

Text
Images
Audio
Video

Kimi K3

Text
Images
Audio
Video

Release Timeline

When each model was launched

MiniMax M2.7 was released on 2026-03-18, while Kimi K3 was released on 2026-07-16.

Kimi K3 is 4 months newer than MiniMax M2.7.

MiniMax M2.7

Mar 18, 2026

4 months ago

Kimi K3

Jul 16, 2026

1 days ago

4mo newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

MiniMax M2.7 is available from Fireworks, MiniMax, Novita. Kimi K3 is available from Moonshot AI.

MiniMax M2.7

fireworks logo
Fireworks
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
minimax logo
MiniMax
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
novita logo
Novita
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M

Kimi K3

moonshot logo
Unknown Organization
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
* Prices shown are per million tokens

Outputs Comparison

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Key Takeaways

Less expensive input tokens
Less expensive output tokens
Larger context window (1,048,576 tokens)
Supports multimodal inputs
Higher GDPval-AA score (55.6% vs 39.3%)
Higher Toolathlon score (73.2% vs 46.3%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against MiniMax M2.7 and Kimi K3 side-by-side, then vote on the output you prefer.

MiniMax M2.7
✓ Preferred
Kimi K3
Open in Playground
AI Model Comparison Table
Feature
MiniMax
MiniMax M2.7
Moonshot AI
Kimi K3

FAQ

Common questions about MiniMax M2.7 vs Kimi K3.

Which is better, MiniMax M2.7 or Kimi K3?

Kimi K3 significantly outperforms across most benchmarks. MiniMax M2.7 is made by MiniMax and Kimi K3 is made by Moonshot AI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does MiniMax M2.7 compare to Kimi K3 in benchmarks?

MiniMax M2.7 scores SWE-bench Multilingual: 76.5%, MLE-Bench Lite: 66.6%, MM-ClawBench: 62.7%, Terminal-Bench 2.0: 57.0%, SWE-Bench Pro: 56.2%. Kimi K3 scores MathVision: 97.8%, DeepSearchQA: 95.0%, GPQA: 93.5%, CharXiv-R: 91.3%, BrowseComp: 91.2%.

Is MiniMax M2.7 cheaper than Kimi K3?

MiniMax M2.7 is 10.0x cheaper for input tokens. MiniMax M2.7 costs $0.30/M input and $1.20/M output via fireworks. Kimi K3 costs $3.00/M input and $15.00/M output via moonshot.

What are the context window sizes for MiniMax M2.7 and Kimi K3?

MiniMax M2.7 supports 197K tokens and Kimi K3 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between MiniMax M2.7 and Kimi K3?

Key differences include context window (197K vs 1.0M), input pricing ($0.30 vs $3.00/M), multimodal support (no vs yes), licensing (MIT vs Unknown). See the full comparison above for benchmark-by-benchmark results.

Who makes MiniMax M2.7 and Kimi K3?

MiniMax M2.7 is developed by MiniMax and Kimi K3 is developed by Moonshot AI.