MiniMax M3 vs Kimi K2.7 Code
Model Markets Rankings
Intelligence, Cost, and Efficiency
| Ranking | MiniMax-M3 | Kimi K2.7 Code |
|---|---|---|
| CostLower is better · Published-token output estimate | #4 of 36$0.017 per LiveBench case | UnrankedNot in the 36-model eligible cohort |
Ranks come from the current complete eligible cohorts. Green highlights appear only when both models are ranked in the same metric. Missing required inputs remain unranked, and the three dimensions are not collapsed into an overall winner.
Benchmark Performance
Available Benchmarks
Technical Differences
Side-by-Side Facts
| Field | MiniMax-M3 | Kimi K2.7 Code |
|---|---|---|
| Developer | MiniMax | Moonshot AI |
| Family | Minimax M3 | Kimi K2 7 |
| Model | MiniMax-M3 | Kimi K2.7 Code |
| Version | MiniMax-M3 | Kimi K2.7 Code |
| Lifecycle | active | active |
| Released | 2026-06-01 | 2026-06-11 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image | Text, Image, Video |
| Output modalities | Text | Text |
| Context window | 1,049K | 262K |
| Total parameters | 427B | 1T |
| Active parameters | 23B | 32B |
| License | other | modified-mit |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard) | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | chat, generation, reasoning, tools | agents, chat, coding, reasoning, tools, vision |
17 comparable fields · 12 material differences · Pair passes the primary-source comparison gate
MiniMax M3 Capabilities
Kimi K2.7 Code Capabilities
Internal Comparison Graph
Related Comparisons
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|---|---|---|---|
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MiniMax-M3MiniMax | vs |  Qwen3.8-MaxQwen | cross-developer peersimage, text |
MiniMax-M3MiniMax | vs | Kimi-K3Moonshot AI | cross-developer peersimage, text |
MiniMax-M3MiniMax | vs |  GLM-5.3Z.ai | cross-developer peerstext |
MiniMax-M3MiniMax | vs |  Hy4 previewTencent | cross-developer peerstext |
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MiniMax-M3MiniMax | vs |  Mistral Large 3Mistral AI | cross-developer peersimage, text |
Primary Evidence
Sources and Freshness
Questions
MiniMax M3 vs Kimi K2.7 Code FAQs
Is MiniMax M3 or Kimi K2.7 Code better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both MiniMax M3 and Kimi K2.7 Code, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, MiniMax M3 or Kimi K2.7 Code?+
MiniMax M3 is $0.28 and Kimi K2.7 Code is $0.66 per million tokens, so MiniMax M3 is cheaper on this metric. MiniMax M3 is $1.10 and Kimi K2.7 Code is $3.40 per million tokens, so MiniMax M3 is cheaper on this metric.
Which has a larger context window, MiniMax M3 or Kimi K2.7 Code?+
MiniMax M3 has the larger sourced context window. MiniMax M3 supports 1,049K and Kimi K2.7 Code supports 262K.
Which performs better in benchmarks, MiniMax M3 or Kimi K2.7 Code?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can MiniMax M3 or Kimi K2.7 Code be self-hosted?+
Both models have the same recorded self-hosting status: supported. MiniMax M3 is open weight; Kimi K2.7 Code is open weight.
Can MiniMax M3 and Kimi K2.7 Code understand images?+
MiniMax M3 is documented with image input; Kimi K2.7 Code is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, MiniMax M3 or Kimi K2.7 Code?+
Neither has a larger sourced maximum output. MiniMax M3 is — and Kimi K2.7 Code is —.
Do MiniMax M3 and Kimi K2.7 Code support reasoning and tool use?+
MiniMax M3: reasoning, tool calling, and image input. Kimi K2.7 Code: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, MiniMax M3 or Kimi K2.7 Code?+
MiniMax M3 has 5 sourced provider routes; Kimi K2.7 Code has 4, so MiniMax M3 has broader tracked availability.
Which offers better value, MiniMax M3 or Kimi K2.7 Code?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.