Benchmark scores
Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.
LLM Comparison
GPT-6 Astra vs DeepSeek V4.1 Flash 1017: benchmark scores, pricing & comparison.
Side-by-side GPT-6 Astra vs DeepSeek V4.1 Flash 1017 comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.
Verdict: GPT-6 Astra ranks higher (#8 vs #23) and wins 4 of 5 shared benchmarks; DeepSeek V4.1 Flash 1017 costs less ($0.30/$1.20 vs $10.0/$50.0 per 1M tokens).
Rank #8 vs #23AskClash overall scores 70.8 vs 58.3.
Pricing $10.0/$50.0 vs $0.30/$1.20Input and output token prices per 1M tokens when published.
Proprietary vs Open WeightOpenAI vs DeepSeek.
GPT-6 Astra vs DeepSeek V4.1 Flash 1017 benchmark comparison
Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.
| Metric | GPT-6 Astra | DeepSeek V4.1 Flash 1017 |
|---|---|---|
| Overall Score | 70.8 | 58.3 |
| Leaderboard Rank | #8 | #23 |
| ACB | 64.5 | — |
| RWT | 9.5 | — |
| Coding Agent Index | 67.0 | — |
| HLE | 57.2 | 42.6 |
| GPQA | 96.0 | 90.9 |
| Terminal-Bench | 59.1 | — |
| DeepSWE | 73.2 | — |
| GDPval-AA | 1629.3 | 1745.8 |
| Finance Agent | 53.5 | 53.5 |
| MMMU-Pro | 87.0 | 80.6 |
| ARC-AGI 2 | 95.0 | — |
| MRCR | 100.0 | — |
| Input Price (per 1M tokens) | $10.0 | $0.30 |
| Output Price (per 1M tokens) | $50.0 | $1.20 |
| Context Window | 1.05M | 1M |
| Benchmarks Published | 13 | 8 |
GPT-6 Astra vs DeepSeek V4.1 Flash 1017 head-to-head charts
GPT-6 Astra leads 5 and DeepSeek V4.1 Flash 1017 leads 1 of 6 shared benchmarks. DeepSeek V4.1 Flash 1017 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.
GPT-6 AstraDeepSeek V4.1 Flash 1017
Overall
HLE
GPQA
GDPval-AA
Finance Agent
MMMU-Pro
GPT-6 Astra
Input$10.0
Output$50.0
Workload$20
Context1.05M
DeepSeek V4.1 Flash 1017
Input$0.30
Output$1.20
Workload$0.54
Context1M
Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.
More GPT-6 Astra and DeepSeek V4.1 Flash 1017 comparisons
Explore how GPT-6 Astra and DeepSeek V4.1 Flash 1017 stack up against other top-ranked LLMs.
Claude Opus 5.5 vs GPT-6 AstraClaude Opus 5.5 vs DeepSeek V4.1 Flash 1017Claude Fable 5.1 vs GPT-6 AstraClaude Fable 5.1 vs DeepSeek V4.1 Flash 1017Claude Sonnet 5.5 vs GPT-6 AstraClaude Sonnet 5.5 vs DeepSeek V4.1 Flash 1017Claude Opus 5 vs GPT-6 AstraClaude Opus 5 vs DeepSeek V4.1 Flash 1017Claude Fable 5 vs GPT-6 AstraClaude Fable 5 vs DeepSeek V4.1 Flash 1017
How to read this comparison
Token pricing
Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.
Coverage matters
Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.
This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.