Kimi K2.7 Code Benchmark Details
Kimi K2.7 Code currently shows benchmark results led by Terminal Bench Hard (35 / 244, score 44.70), GPQA Diamond (93 / 463, score 89.60), τ²-Bench - Telecom (66 / 264, score 90.10). This page also compares it with 5 competitor models and 3 predecessor or same-series models, including performance and pricing views when available.
Benchmark Results
Benchmark Results
General Knowledge
3 evaluationsAgent Level Benchmark
3 evaluationsAI Agent - Tool Usage
4 evaluationsCoding and Software Engineer
5 evaluationsCompetitor Comparison
Benchmark scores for Kimi K2.7 Code compared against top models in its class
12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | Kimi K2.7 CodeCurrent | GLM-5.2 | Claude Opus 4.8 | MiniMax M3 | Qwen3.7 Max |
|---|---|---|---|---|---|
10.00Thinking Enabled | 20.90Thinking Level · High | 20.90Thinking Level · High | 3.70Thinking Enabled | 13.40Thinking Enabled | |
35.00Thinking Enabled | 54.70Thinking Enabled ｜ Tools | 57.90Extended Thinking ｜ Tools | 39.00Thinking Enabled | 53.50Thinking Enabled ｜ Tools | |
68.41Standard Mode | 73.18Standard Mode | 78.93Deep Thinking Mode | 67.26Deep Thinking Mode | 73.14Deep Thinking Mode | |
89.60Thinking Enabled | 91.86Thinking Level · High | 93.60Thinking Level · High | 92.90Thinking Enabled | 92.40Thinking Level · High | |
57.90Thinking Enabled | 58.80Standard Mode | 64.80Standard Mode | 45.80Thinking Enabled | 70.40Standard Mode | |
44.70Thinking Enabled ｜ Tools | 50.80Thinking Level · High ｜ Tools | 58.30Thinking Level · High ｜ Tools | 42.40Thinking Enabled ｜ Tools | 50.80Thinking Enabled ｜ Tools | |
90.10Thinking Enabled ｜ Tools | 99.10Thinking Level · High ｜ Tools | 94.40Thinking Level · High ｜ Tools | 88.90Thinking Enabled ｜ Tools | 94.70Thinking Enabled ｜ Tools | |
20.20Thinking Enabled ｜ Tools | 37.11Thinking Level · Extra High ｜ Tools | 39.69Thinking Level · High ｜ Tools | 15.30Thinking Enabled ｜ Tools | 11.80Thinking Enabled ｜ Tools | |
63.10Thinking Enabled | 73.30Thinking Level · High | 62.20Thinking Level · High | 82.90Thinking Enabled | 80.50Thinking Enabled | |
76.00Thinking Enabled ｜ Tools | 77.80Thinking Enabled ｜ Tools | 82.20Thinking Level · High ｜ Tools | 74.20Thinking Enabled ｜ Tools | 76.40Thinking Enabled ｜ Tools | |
81.10Thinking Enabled ｜ Tools | -- | 76.38Thinking Level · High ｜ Tools | -- | -- | |
67.04Thinking Enabled ｜ Tools | 81.00Thinking Level · High ｜ Tools | 84.60Thinking Level · High ｜ Tools | 66.00Thinking Enabled ｜ Tools | 74.50Thinking Enabled ｜ Tools |
Standard API Pricing: Kimi K2.7 Code vs. Peer Models
Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.
Source: DataLearnerAI. Standard text prices shown here use the default supplier.
These models use different currencies or billing units, so the page falls back to raw price values instead of a shared bar chart.
| Model | Supplier | Standard input | Standard output | Base price applies to |
|---|---|---|---|---|
Kimi K2.7 Code | Moonshot AI | $0.95 / 1M tokens | $4 / 1M tokens | — |
Composer 2.5 | Cursor | $0.5 / 1M tokens | $2.5 / 1M tokens | — |
GLM-5.2 | 智谱AI | $1.4 / 1M tokens | $4.4 / 1M tokens | — |
Claude Opus 4.8 | Anthropic | $5 / 1M tokens | $25 / 1M tokens | — |
MiniMax M3 | MiniMaxAI | ¥2.1 / 1M tokens | ¥8.4 / 1M tokens | — |
Qwen3.7 Max | 阿里巴巴 | ¥12 / 1M tokens | ¥36 / 1M tokens | — |
Version History
How each version of the Kimi K2.7 Code series stacks up on benchmark tests
12 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.· Click a row to view its trend chart.
| Benchmark | Kimi K2.7 CodeCurrent | Kimi K2.6 | Kimi K2.5 | Kimi K2 Thinking |
|---|---|---|---|---|
10.00Thinking Enabled | 8.00Thinking Enabled | 3.10Thinking Enabled | 2.60Thinking Enabled | |
35.00Thinking Enabled | 54.00Thinking Enabled ｜ Tools | 50.20Thinking Enabled ｜ Tools | 51.00Thinking Enabled ｜ Tools | |
68.41Standard Mode | 70.54Thinking Enabled | 69.07Thinking Enabled | 61.59Thinking Enabled | |
89.60Thinking Enabled | 90.50Thinking Enabled | 87.60Thinking Enabled | 84.50Thinking Enabled | |
57.90Thinking Enabled | -- | 46.80Thinking Enabled | 39.60Standard Mode | |
44.70Thinking Enabled ｜ Tools | 43.90Thinking Enabled ｜ Tools | 34.80Thinking Enabled ｜ Tools | 31.10Thinking Enabled ｜ Tools | |
90.10Thinking Enabled ｜ Tools | 95.90Thinking Enabled ｜ Tools | 95.90Thinking Enabled ｜ Tools | 93.00Thinking Enabled ｜ Tools | |
20.20Thinking Enabled ｜ Tools | 23.30Thinking Enabled ｜ Tools | 14.20Thinking Enabled ｜ Tools | -- | |
63.10Thinking Enabled | 76.00Thinking Enabled | 70.20Thinking Enabled | 68.10Thinking Enabled | |
76.00Thinking Enabled ｜ Tools | 69.40Thinking Enabled ｜ Tools | 64.40Standard Mode ｜ Tools | -- | |
81.10Thinking Enabled ｜ Tools | 72.80Thinking Enabled ｜ Tools | -- | -- | |
67.04Thinking Enabled ｜ Tools | 65.90Thinking Enabled ｜ Tools | 45.70Thinking Enabled ｜ Tools | -- |
Single-Benchmark Version Trend
Viewing: CritPt · 综合评估
Standard API Pricing Across the Kimi K2.7 Code Series
Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.
Source: DataLearnerAI. Standard text prices shown here use the default supplier. · USD / 1M tokens
| Model | Supplier | Standard input | Standard output | Base price applies to |
|---|---|---|---|---|
Kimi K2.7 Code | Moonshot AI | $0.95 / 1M tokens | $4 / 1M tokens | — |
Kimi K2.6 | Facebook AI研究实验室 | $0.95 / 1M tokens | $4 / 1M tokens | — |
Kimi K2.5 | Moonshot AI | $0.6 / 1M tokens | $3 / 1M tokens | — |
Kimi K2 Thinking | Fireworks AI | $0.6 / 1M tokens | $2.5 / 1M tokens | — |