Benchmark scores
Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.
LLM Comparison
MiniMax-M3 vs Kimi K2.7: benchmark scores, pricing & comparison.
Side-by-side MiniMax-M3 vs Kimi K2.7 comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.
Verdict: MiniMax-M3 ranks higher (#118 vs #119); MiniMax-M3 costs less ($0.30/$1.20 vs $0.95/$4.00 per 1M tokens).
Rank #118 vs #119AskClash overall scores 38.5 vs 37.8.
Pricing $0.30/$1.20 vs $0.95/$4.00Input and output token prices per 1M tokens when published.
Open Weight vs Open WeightMiniMax vs Moonshot AI.
MiniMax-M3 vs Kimi K2.7 benchmark comparison
Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.
| Metric | MiniMax-M3 | Kimi K2.7 |
|---|---|---|
| Overall Score | 38.5 | 37.8 |
| Leaderboard Rank | #118 | #119 |
| ACB | 29.8 | 43.0 |
| RWT | 8.5 | 7.5 |
| HLE | 37.1 | 35.0 |
| GPQA | 92.9 | 89.6 |
| IFEval | 82.9 | 63.1 |
| SWE-bench | 80.5 | — |
| SWE-Pro | 59.0 | — |
| DeepSWE | — | 30.5 |
| GDPval-AA | 58.4 | 1037.5 |
| OSWorld | 70.1 | — |
| MCP Atlas | 74.2 | 76.0 |
| Finance Agent | 48.3 | — |
| MMMU-Pro | 78.1 | — |
| Tau2 | 88.9 | 90.1 |
| Input Price (per 1M tokens) | $0.30 | $0.95 |
| Output Price (per 1M tokens) | $1.20 | $4.00 |
| Context Window | 1M | 256K |
| Benchmarks Published | 11 | 9 |
MiniMax-M3 vs Kimi K2.7 head-to-head charts
MiniMax-M3 leads 5 and Kimi K2.7 leads 4 of 9 shared benchmarks. MiniMax-M3 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.
MiniMax-M3Kimi K2.7
Overall
ACB
RWT
HLE
GPQA
IFEval
GDPval-AA
MCP Atlas
Tau2
MiniMax-M3
Input$0.30
Output$1.20
Workload$0.54
Context1M
Kimi K2.7
Input$0.95
Output$4.00
Workload$1.75
Context256K
Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.
More MiniMax-M3 and Kimi K2.7 comparisons
Explore how MiniMax-M3 and Kimi K2.7 stack up against other top-ranked LLMs.
How to read this comparison
Token pricing
Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.
Coverage matters
Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.
This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.