Model decision surface
Compare AI models
Start with Ling 3.0 Flash Fin and Qwen3.5-122B-A10B, 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
Ling 3.0 Flash Fin vs Qwen3.5-122B-A10B
Live dataset updated 9/17/2026, 8:24:44 PM UTC
Open 1200×630 evidence receipt| Field | Ling 3.0 Flash Fin InclusionAI | |
|---|---|---|
| ModelCap position | #66 | #68 |
| Index score | 55.5 | 54.5 |
| Evidence | Measured1 public benchmark observation across 1 board | Measured3 public benchmark observations across 3 boards |
| Input / 1M | $0.06 | $0.26 |
| Output / 1M | $0.18 | $2.08 |
| Pricing status | fresh | fresh |
| Context | 262K | 262K |
| Providers | 1 | 5 |
| Weight access | Open weights | Open weights |
Decision facts
- Ling 3.0 Flash Fin is #66; Qwen3.5-122B-A10B is #68 on the same current language board.
- Index scores are 55.5 for Ling 3.0 Flash Fin and 54.5 for Qwen3.5-122B-A10B. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Both positions use Measured evidence.
- Listed output price per 1M tokens is $0.18 for Ling 3.0 Flash Fin and $2.08 for Qwen3.5-122B-A10B. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $0.21 for Ling 3.0 Flash Fin versus $1.56 for Qwen3.5-122B-A10B. Ling 3.0 Flash Fin costs 86.5% 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 Ling 3.0 Flash Fin and 262,144 for Qwen3.5-122B-A10B.
- ModelCap currently lists 1 providers for Ling 3.0 Flash Fin and 5 for Qwen3.5-122B-A10B.
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.