Model decision surface
Compare AI models
Start with Laguna XS 2.1 and Inkling Small, 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
Laguna XS 2.1 vs Inkling Small
Live dataset updated 9/9/2026, 8:46:14 PM UTC
Open 1200×630 evidence receipt| Field | Laguna XS 2.1 Poolside | Inkling Small Thinking Machines |
|---|---|---|
| ModelCap position | #61 | #64 |
| Index score | 54.1 | 53.3 |
| Evidence | Estimated3 reported rows against measured corpus ladders (30%); global-corpus-prior over 182 held-out anchors (70%); shrunk 1.4 toward the measured corpus | Measured5 public benchmark observations across 5 boards |
| Input / 1M | $0.06 | $0.45 |
| Output / 1M | $0.12 | $1.20 |
| Pricing status | fresh | fresh |
| Context | 262K | 1M |
| Providers | 1 | 3 |
| Weight access | Restricted license | Open weights |
Decision facts
- Laguna XS 2.1 is #61; Inkling Small is #64 on the same current language board.
- Index scores are 54.1 for Laguna XS 2.1 and 53.3 for Inkling Small. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: Laguna XS 2.1 is Estimated; Inkling Small is Measured.
- Listed output price per 1M tokens is $0.12 for Laguna XS 2.1 and $1.20 for Inkling Small. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $0.18 for Laguna XS 2.1 versus $1.50 for Inkling Small. Laguna XS 2.1 costs 88.0% 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 262,144 tokens for Laguna XS 2.1 and 1,048,576 for Inkling Small.
- Weight access differs: Laguna XS 2.1 is restricted; Inkling Small is open.
- ModelCap currently lists 1 providers for Laguna XS 2.1 and 3 for Inkling Small.
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.