Model decision surface
Compare AI models
Start with Claude Fable 5.1 and Gemma 4 31B, 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
Claude Fable 5.1 vs Gemma 4 31B
Live dataset updated 9/9/2026, 8:46:14 PM UTC
Open 1200×630 evidence receipt| Field | Claude Fable 5.1 Anthropic | Gemma 4 31B |
|---|---|---|
| ModelCap position | #3 | #27 |
| Index score | 87.7 | 69.7 |
| Evidence | Measured5 public benchmark observations across 5 boards | Measured3 public benchmark observations across 3 boards |
| Input / 1M | $10.00 | $0.09 |
| Output / 1M | $50.00 | $0.34 |
| Pricing status | fresh | fresh |
| Context | 1M | 262K |
| Providers | 4 | 13 |
| Weight access | API only | Open weights |
Decision facts
- Claude Fable 5.1 is #3; Gemma 4 31B is #27 on the same current language board.
- Index scores are 87.7 for Claude Fable 5.1 and 69.7 for Gemma 4 31B. 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.
- Listed output price per 1M tokens is $50.00 for Claude Fable 5.1 and $0.34 for Gemma 4 31B. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $45.00 for Claude Fable 5.1 versus $0.35 for Gemma 4 31B. Gemma 4 31B costs 99.2% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.
- Published context is 1,000,000 tokens for Claude Fable 5.1 and 262,144 for Gemma 4 31B.
- Weight access differs: Claude Fable 5.1 is none; Gemma 4 31B is open.
- ModelCap currently lists 4 providers for Claude Fable 5.1 and 13 for Gemma 4 31B.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
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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.