Model comparison
Kimi K2.7 Code vs Olmo 7b Instruct
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 30.3 on the Noometry Index.
Last verified . 0 shared benchmarks.
Allen Institute for AI (Ai2)Summary
- The widest gap is in math, where Kimi K2.7 Code leads 52.9 to 30.2.
Side by side
| Kimi K2.7 Code | Olmo 7b Instruct | |
|---|---|---|
| Provider | Moonshot AI | Allen Institute for AI (Ai2) |
| Noometry Index | 43.3 | 30.3 |
| Released | 2026-06-12 | — |
| Weights | Open | Open |
| Context window | 262K | — |
| Max output | 262K | — |
| Input $ / M tokens | $0.95 | — |
| Output $ / M tokens | $4 | — |
| Results tracked | 19 | 10 |
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Category by category
Coding Kimi K2.7 Code leads
Kimi K2.7 Code: 42.9 (#95), Olmo 7b Instruct: 29.6 (#303)
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| LMArena WebDev | 1473 | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| LMArena Coding | — | 1016 |
| ALE-Bench | 886.23 | — |
Agentic & Tool Use Not comparable
Kimi K2.7 Code: 24.0 (#122), Olmo 7b Instruct: —
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| APEX-Agents | 37.6% | — |
| GBAEval | 0.9% | — |
| Vending-Bench 2 | 5,083 | — |
Reasoning Kimi K2.7 Code leads
Kimi K2.7 Code: 39.0 (#61), Olmo 7b Instruct: 18.8 (#274)
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| SimpleBench | 57.9% | — |
| CritPt | 10% | — |
| Chess Puzzles | 21% | — |
| LMArena Hard Prompts | — | 993 |
| Surface Evolver Bench | 48.8% | — |
| Epoch Capabilities Index | 149.97 | — |
Math Kimi K2.7 Code leads
Kimi K2.7 Code: 52.9 (#48), Olmo 7b Instruct: 30.2 (#237)
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |
| LMArena Math | — | 1018 |
Knowledge Not comparable
Kimi K2.7 Code: 53.5 (#57), Olmo 7b Instruct: —
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| GPQA Diamond | 87.9% | — |
| SimpleQA Verified | 36.5% | — |
Multilingual Not comparable
Kimi K2.7 Code: —, Olmo 7b Instruct: 24.0 (#291)
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | — | 977 |
| LMArena Chinese | — | 1014 |
| LMArena Russian | — | 947 |
Instruction Following Not comparable
Kimi K2.7 Code: —, Olmo 7b Instruct: 49.0 (#301)
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | — | 978 |
Writing & Preference Not comparable
Kimi K2.7 Code: —, Olmo 7b Instruct: 25.8 (#303)
| Benchmark | Kimi K2.7 Code | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | — | 1032 |
| LMArena Creative Writing | — | 990 |
| LMArena Multi-Turn | — | 1007 |
Frequently asked questions
Is Kimi K2.7 Code better than Olmo 7b Instruct?
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 30.3 on the Noometry Index.
Is Kimi K2.7 Code or Olmo 7b Instruct better for coding?
Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 29.6 in the Noometry coding category.
How many benchmarks do Kimi K2.7 Code and Olmo 7b Instruct share?
0 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Olmo 7b Instruct has 10.