Model comparison
Gemma 3 1B vs Kimi K2.7 Code
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 21.1 on the Noometry Index.
Last verified . 3 shared benchmarks.
GoogleSummary
- They share 3 benchmarks with published results for both. Gemma 3 1B scores higher in 0 categories and Kimi K2.7 Code in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.5 to 7.0.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 1.1% for Gemma 3 1B and 95.6% for Kimi K2.7 Code.
Side by side
| Gemma 3 1B | Kimi K2.7 Code | |
|---|---|---|
| Provider | Moonshot AI | |
| Noometry Index | 21.1 | 43.3 |
| Released | 2025-03-12 | 2026-06-12 |
| Weights | Open | Open |
| Context window | — | 262K |
| Max output | — | 262K |
| Input $ / M tokens | — | $0.95 |
| Output $ / M tokens | — | $4 |
| Results tracked | 4 | 19 |
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Category by category
Coding Not comparable
Gemma 3 1B: —, Kimi K2.7 Code: 42.9 (#95)
| Benchmark | Gemma 3 1B | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| ALE-Bench | — | 886.23 |
Agentic & Tool Use Kimi K2.7 Code leads
Gemma 3 1B: 13.7 (#152), Kimi K2.7 Code: 24.0 (#122)
| Benchmark | Gemma 3 1B | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| Berkeley Function Calling Leaderboard | 7.2% | — |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |
Reasoning Kimi K2.7 Code leads
Gemma 3 1B: 19.2 (#264), Kimi K2.7 Code: 39.0 (#61)
| Benchmark | Gemma 3 1B | Kimi K2.7 Code |
|---|---|---|
| Chess Puzzles | 0% | 21% |
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Surface Evolver Bench | — | 48.8% |
| Epoch Capabilities Index | — | 149.97 |
Math Kimi K2.7 Code leads
Gemma 3 1B: 10.2 (#316), Kimi K2.7 Code: 52.9 (#48)
| Benchmark | Gemma 3 1B | Kimi K2.7 Code |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 1.1% | 95.6% |
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
Knowledge Kimi K2.7 Code leads
Gemma 3 1B: 7.0 (#314), Kimi K2.7 Code: 53.5 (#57)
| Benchmark | Gemma 3 1B | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | 19.9% | 87.9% |
| SimpleQA Verified | — | 36.5% |
Frequently asked questions
Is Gemma 3 1B better than Kimi K2.7 Code?
Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 21.1 on the Noometry Index.
How many benchmarks do Gemma 3 1B and Kimi K2.7 Code share?
3 benchmarks have published results for both models. Gemma 3 1B has 4 scored results on Noometry and Kimi K2.7 Code has 19.