Model decision surface
Compare AI models
Start with gemma 2 2b it and Gemma 3 12B, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
gemma 2 2b it vs Gemma 3 12B
Live dataset updated 9/22/2026, 3:10:38 AM UTC
Open 1200×630 evidence receipt| Field | gemma 2 2b it | Gemma 3 12B |
|---|---|---|
| ModelCap position | #232 | #158 |
| Index score | 7.5 | 33.8 |
| Evidence | Measured1 public benchmark observation across 1 board | Measured2 public benchmark observations across 2 boards |
| Input / 1M | Unavailable | $0.05 |
| Output / 1M | Unavailable | $0.15 |
| Pricing status | unavailable | fresh |
| Context | — | 131K |
| Providers | 0 | 1 |
| Weight access | Gated access | Gated access |
Decision facts
- gemma 2 2b it is #232; Gemma 3 12B is #158 on the same current language board.
- Index scores are 7.5 for gemma 2 2b it and 33.8 for Gemma 3 12B. Their published uncertainty intervals do not overlap, but the aggregate Index does not predict performance on every task; compare the relevant benchmark configurations before choosing.
- Both positions use Measured evidence.
- ModelCap currently lists 0 providers for gemma 2 2b it and 1 for Gemma 3 12B.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
Popular comparisons
- Claude Fable 5.1 vs Claude Opus 5#1 vs #2 on the ModelCap Index
- Claude Fable 5.1 vs GPT-6 Astra#1 vs #3 on the ModelCap Index
- Claude Opus 5 vs GPT-6 Astra#2 vs #3 on the ModelCap Index
- Claude Fable 5.1 vs Grok 4.7#1 vs #4 on the ModelCap Index
- Claude Opus 5 vs Grok 4.7#2 vs #4 on the ModelCap Index
- GPT-6 Astra vs Grok 4.7#3 vs #4 on the ModelCap Index
- Claude Fable 5.1 vs MiMo-V2.6-Pro#1 vs #5 on the ModelCap Index
- Claude Opus 5 vs MiMo-V2.6-Pro#2 vs #5 on the ModelCap Index
- GPT-6 Astra vs MiMo-V2.6-Pro#3 vs #5 on the ModelCap Index
- Grok 4.7 vs MiMo-V2.6-Pro#4 vs #5 on the ModelCap Index
- Claude Fable 5.1 vs Muse Spark 1.3#1 vs #6 on the ModelCap Index
- Claude Opus 5 vs Muse Spark 1.3#2 vs #6 on the ModelCap Index
- Muse Spark 1.3 vs GPT-6 Astra#6 vs #3 on the ModelCap Index
- Muse Spark 1.3 vs Grok 4.7#6 vs #4 on the ModelCap Index
- Muse Spark 1.3 vs MiMo-V2.6-Pro#6 vs #5 on the ModelCap Index
- Claude Fable 5.1 vs Qwen3.8 Max (0902)#1 vs #7 on the ModelCap Index
- Claude Opus 5 vs Qwen3.8 Max (0902)#2 vs #7 on the ModelCap Index
- GPT-6 Astra vs Qwen3.8 Max (0902)#3 vs #7 on the ModelCap Index
- Qwen3.8 Max (0902) vs Grok 4.7#7 vs #4 on the ModelCap Index
- Qwen3.8 Max (0902) vs MiMo-V2.6-Pro#7 vs #5 on the ModelCap Index
- Muse Spark 1.3 vs Qwen3.8 Max (0902)#6 vs #7 on the ModelCap Index
- Claude Fable 5.1 vs GPT-5.6 Sol#1 vs #8 on the ModelCap Index
- Claude Opus 5 vs GPT-5.6 Sol#2 vs #8 on the ModelCap Index
- GPT-5.6 Sol vs GPT-6 Astra#8 vs #3 on the ModelCap Index
Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.