Model comparison
Kimi K2.7 Code vs Molmo 2 8b
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 39.1 on the Noometry Index.
Last verified . 0 shared benchmarks.
Allen Institute for AI (Ai2)Summary
- The widest gap is in reasoning, where Kimi K2.7 Code leads 39.0 to 25.6.
Side by side
| Kimi K2.7 Code | Molmo 2 8b | |
|---|---|---|
| Provider | Moonshot AI | Allen Institute for AI (Ai2) |
| Noometry Index | 43.3 | 39.1 |
| 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 | 5 |
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Category by category
Coding Not comparable
Kimi K2.7 Code: 42.9 (#95), Molmo 2 8b: —
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| DeepSWE | 30.5% | — |
| FrontierCode | 30.1% | — |
| LMArena WebDev | 1473 | — |
| SciCode | 47.5% | — |
| WeirdML | 54.1% | — |
| ALE-Bench | 886.23 | — |
Agentic & Tool Use Not comparable
Kimi K2.7 Code: 24.0 (#122), Molmo 2 8b: —
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| 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), Molmo 2 8b: 25.6 (#146)
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| SimpleBench | 57.9% | — |
| CritPt | 10% | — |
| Chess Puzzles | 21% | — |
| LMArena Hard Prompts | — | 1287 |
| Surface Evolver Bench | 48.8% | — |
| Epoch Capabilities Index | 149.97 | — |
Math Not comparable
Kimi K2.7 Code: 52.9 (#48), Molmo 2 8b: —
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| FrontierMath (Tiers 1-3) | 54% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |
Knowledge Not comparable
Kimi K2.7 Code: 53.5 (#57), Molmo 2 8b: —
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| GPQA Diamond | 87.9% | — |
| SimpleQA Verified | 36.5% | — |
Multimodal Not comparable
Kimi K2.7 Code: —, Molmo 2 8b: 30.2 (#112)
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| LMArena Vision | — | 1081 |
Multilingual Not comparable
Kimi K2.7 Code: —, Molmo 2 8b: 42.7 (#190)
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| LMArena Non-English | — | 1276 |
Instruction Following Not comparable
Kimi K2.7 Code: —, Molmo 2 8b: 67.0 (#201)
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| LMArena Instruction Following | — | 1270 |
Writing & Preference Not comparable
Kimi K2.7 Code: —, Molmo 2 8b: 49.4 (#191)
| Benchmark | Kimi K2.7 Code | Molmo 2 8b |
|---|---|---|
| LMArena Text | — | 1288 |
Frequently asked questions
Is Kimi K2.7 Code better than Molmo 2 8b?
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 39.1 on the Noometry Index.
How many benchmarks do Kimi K2.7 Code and Molmo 2 8b share?
0 benchmarks have published results for both models. Kimi K2.7 Code has 19 scored results on Noometry and Molmo 2 8b has 5.