Model decision surface
Compare AI models
Start with Ling-3.0-flash and Qwen3 235B A22B Instruct 2507, 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 vs Qwen3 235B A22B Instruct 2507
Live dataset updated 9/3/2026, 3:17:25 AM UTC
Open 1200×630 evidence receipt| Field | Ling-3.0-flash InclusionAI | |
|---|---|---|
| ModelCap position | #49 | #50 |
| Index score | 51.7 | 50.2 |
| Evidence | Measured1 public benchmark observation across 1 board | Measured4 public benchmark observations across 4 boards |
| Input / 1M | $0.021 | $0.087 |
| Output / 1M | $0.063 | $0.35 |
| Pricing status | fresh | fresh |
| Context | 262K | 262K |
| Providers | 2 | 10 |
| Weight access | Open weights | Open weights |
Decision facts
- Ling-3.0-flash is #49; Qwen3 235B A22B Instruct 2507 is #50 on the same current language board.
- Index scores are 51.7 for Ling-3.0-flash and 50.2 for Qwen3 235B A22B Instruct 2507.
- Both positions use Measured evidence.
- Listed output price per 1M tokens is $0.06 for Ling-3.0-flash and $0.35 for Qwen3 235B A22B Instruct 2507.
- Published context is 262,144 tokens for Ling-3.0-flash and 262,144 for Qwen3 235B A22B Instruct 2507.
- ModelCap currently lists 2 providers for Ling-3.0-flash and 10 for Qwen3 235B A22B Instruct 2507.
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 vs Claude Fable 5.1#1 vs #2 on the ModelCap Index
- Claude Fable 5 vs Claude Opus 5#1 vs #3 on the ModelCap Index
- Claude Fable 5.1 vs Claude Opus 5#2 vs #3 on the ModelCap Index
- Claude Fable 5 vs Muse Spark 1.3#1 vs #4 on the ModelCap Index
- Claude Fable 5.1 vs Muse Spark 1.3#2 vs #4 on the ModelCap Index
- Claude Opus 5 vs Muse Spark 1.3#3 vs #4 on the ModelCap Index
- Claude Fable 5 vs GPT-5.6 Sol#1 vs #5 on the ModelCap Index
- Claude Fable 5.1 vs GPT-5.6 Sol#2 vs #5 on the ModelCap Index
- Claude Opus 5 vs GPT-5.6 Sol#3 vs #5 on the ModelCap Index
- Muse Spark 1.3 vs GPT-5.6 Sol#4 vs #5 on the ModelCap Index
- Claude Fable 5 vs Kimi K3#1 vs #6 on the ModelCap Index
- Claude Fable 5.1 vs Kimi K3#2 vs #6 on the ModelCap Index
- Claude Opus 5 vs Kimi K3#3 vs #6 on the ModelCap Index
- Muse Spark 1.3 vs Kimi K3#4 vs #6 on the ModelCap Index
- Kimi K3 vs GPT-5.6 Sol#6 vs #5 on the ModelCap Index
- Claude Fable 5 vs Qwen3.8 Max#1 vs #7 on the ModelCap Index
- Claude Fable 5.1 vs Qwen3.8 Max#2 vs #7 on the ModelCap Index
- Claude Opus 5 vs Qwen3.8 Max#3 vs #7 on the ModelCap Index
- Muse Spark 1.3 vs Qwen3.8 Max#4 vs #7 on the ModelCap Index
- GPT-5.6 Sol vs Qwen3.8 Max#5 vs #7 on the ModelCap Index
- Kimi K3 vs Qwen3.8 Max#6 vs #7 on the ModelCap Index
- Claude Fable 5 vs Gemini 3.1 Pro Preview#1 vs #8 on the ModelCap Index
- Claude Fable 5.1 vs Gemini 3.1 Pro Preview#2 vs #8 on the ModelCap Index
- Claude Opus 5 vs Gemini 3.1 Pro Preview#3 vs #8 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.