Model decision surface
Compare AI models
Start with Sonar Reasoning Pro and GLM 4.6V Flash, 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
Sonar Reasoning Pro vs GLM 4.6V Flash
Live dataset updated 8/17/2026, 11:13:20 PM UTC
Open 1200×630 evidence receipt| Field | Sonar Reasoning Pro Perplexity | GLM 4.6V Flash Zai Org |
|---|---|---|
| ModelCap position | #169 | #167 |
| Index score | 22.3 | 22.5 |
| Evidence | Measured1 public benchmark observation across 1 board | Estimatedglobal corpus prior · leave-one-anchor-out calibrated |
| Input / 1M | $2.00 | Unavailable |
| Output / 1M | $8.00 | Unavailable |
| Pricing status | fresh | unavailable |
| Context | 128K | 131K |
| Providers | 1 | 0 |
| Weight access | API only | Open weights |
Decision facts
- Sonar Reasoning Pro is #169; GLM 4.6V Flash is #167 on the same current language board.
- Index scores are 22.3 for Sonar Reasoning Pro and 22.5 for GLM 4.6V Flash.
- Evidence differs: Sonar Reasoning Pro is Measured; GLM 4.6V Flash is Estimated.
- Published context is 128,000 tokens for Sonar Reasoning Pro and 131,072 for GLM 4.6V Flash.
- Weight access differs: Sonar Reasoning Pro is none; GLM 4.6V Flash is open.
- ModelCap currently lists 1 providers for Sonar Reasoning Pro and 0 for GLM 4.6V Flash.
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.