text model comparison
DeepSeek-V4.1-Flash vs GPT-6 Sol
DeepSeek-V4.1-Flash and GPT-6 Sol are both current text models, from DeepSeek and OpenAI. DeepSeek-V4.1-Flash is 85% cheaper per 1M input tokens than GPT-6 Sol, $0.30 vs $2. On Arena Text, DeepSeek-V4.1-Flash scores 1475 Elo and GPT-6 Sol 1456 Elo (Arena, measured October 8, 2026). GPT-6 Sol has the larger context window, 1,050,000 vs 1,000,000 tokens.
Data verified October 12, 2026 · Dataset 2026-10-12
Side by side
Standard-tier prices in effect today. The better value in each row is highlighted.
| Fact | DeepSeek-V4.1-Flash | GPT-6 Sol |
|---|---|---|
| Price per 1M input tokens | $0.30 (better) | $2 |
| Price per 1M output tokens | $1.20 (better) | $10 |
| Cost of 10M input and 2M output tokens | $5.40 (better) | $40 |
| Arena Text | 1475 Elo (#18 of 39) (better) | 1456 Elo (#26 of 39) |
| GPQA Diamond | 89.8% (#25 of 37) | 94.3% (#7 of 37) (better) |
| FrontierMath Tiers 1-3 (v2) | 67.4% (#22 of 37) | 89.8% (#5 of 37) (better) |
| SimpleQA Verified | Not measured | 60.7% (#14 of 34) |
| Provider | DeepSeek | OpenAI |
| Release date | September 10, 2026 | September 22, 2026 |
| Access | API and open weights | API only |
| Context window | 1,000,000 tokens | 1,050,000 tokens |
| Max output | 384,000 tokens | 128,000 tokens |
| Input | text, image | text, image |
| Output | text | text |
When to choose each
DeepSeek-V4.1-Flash
Best for
- High-volume agent and multimodal workloads where per-token cost dominates
- Teams that want a frontier-adjacent model they can also self-host under MIT terms
Watch out for
- The recorded API rates are the peak-hour prices; DeepSeek charges half outside 01:00-04:00 and 06:00-10:00 UTC on weekdays
- Running the open weights moves cost to your own infrastructure, which the token rates here do not represent
GPT-6 Sol
Best for
- General production work that does not need Astra's capability or price
- Workloads kept under the 272,000-token threshold
Watch out for
- Prompts over 272,000 input tokens are rebilled for the whole request at $4 input and $15 output, so crossing the line roughly doubles input cost
- GPT-6.1 Sol lists the same base rates with half the cached-input price, so there is little reason to pick this one for a cache-heavy workload
DeepSeek-V4.1-Flash vs GPT-6 Sol FAQ
Which is cheaper, DeepSeek-V4.1-Flash or GPT-6 Sol?
DeepSeek-V4.1-Flash is 85% cheaper per 1M input tokens than GPT-6 Sol, $0.30 vs $2. For 10M input and 2M output tokens, DeepSeek-V4.1-Flash costs $5.40 and GPT-6 Sol $40 at standard rates.
Which scores higher on independent benchmarks, DeepSeek-V4.1-Flash or GPT-6 Sol?
DeepSeek-V4.1-Flash leads on Arena Text, 1475 Elo to 1456 Elo; GPT-6 Sol leads on GPQA Diamond, 94.3% to 89.8%; GPT-6 Sol leads on FrontierMath Tiers 1-3 (v2), 89.8% to 67.4%. Scores are independent evaluations, not either vendor's launch figures.
Which has the larger context window, DeepSeek-V4.1-Flash or GPT-6 Sol?
GPT-6 Sol has the larger context window, 1,050,000 vs 1,000,000 tokens.
Can I run DeepSeek-V4.1-Flash or GPT-6 Sol myself?
DeepSeek-V4.1-Flash is released as open weights you can run yourself; GPT-6 Sol is available through its provider's API only.
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- DeepSeek-V4.1-Flash vs GPT-4.1 mini
Production evaluation
Choosing between DeepSeek-V4.1-Flash and GPT-6 Sol?
Public benchmarks narrow the shortlist. We run both on your own tasks, data and cost limits, then build the routing and review controls to run the winner in production.
- A head-to-head evaluation on your real workload
- Routing between models by cost and difficulty