Model decision surface
Compare AI models
Start with DeepSeek V4.1 Flash and Gemini 3.5 Flash Lite, 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
DeepSeek V4.1 Flash vs Gemini 3.5 Flash Lite
Live dataset updated 9/28/2026, 2:54:15 AM UTC
Open 1200×630 evidence receipt| Field | DeepSeek V4.1 Flash DeepSeek | Gemini 3.5 Flash Lite |
|---|---|---|
| ModelCap position | #11 | #28 |
| Index score | 79.4 | 71.5 |
| Evidence | Measured4 public benchmark observations across 4 boards | Measured4 public benchmark observations across 4 boards |
| Input / 1M | $0.03 | $0.30 |
| Output / 1M | $0.60 | $2.50 |
| Pricing status | fresh | fresh |
| Context | 1M | 1M |
| Providers | 26 | 2 |
| Weight access | Open weights | API only |
Decision facts
- DeepSeek V4.1 Flash is #11; Gemini 3.5 Flash Lite is #28 on the same current language board.
- Index scores are 79.4 for DeepSeek V4.1 Flash and 71.5 for Gemini 3.5 Flash Lite. 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 $0.60 for DeepSeek V4.1 Flash and $2.50 for Gemini 3.5 Flash Lite. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $0.36 for DeepSeek V4.1 Flash versus $1.85 for Gemini 3.5 Flash Lite. DeepSeek V4.1 Flash costs 80.6% 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 1,048,576 tokens for DeepSeek V4.1 Flash and 1,048,576 for Gemini 3.5 Flash Lite.
- Weight access differs: DeepSeek V4.1 Flash is open; Gemini 3.5 Flash Lite is none.
- ModelCap currently lists 26 providers for DeepSeek V4.1 Flash and 2 for Gemini 3.5 Flash Lite.
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.