DeepSeek V4-Pro is DeepSeek's best model for coding — it scores 93/100 vs 87/100 for DeepSeek V3, at $0.435/1M input tokens. Across all providers, Claude Fable 5 still leads coding at 100/100 — worth considering if you're not committed to DeepSeek.
The shortest way to see the safest default, the lower-cost option, and the specialist pick before you read deeper.
DeepSeek V4-Pro is the safest overall answer here when you want the strongest default instead of the lowest list price.
Mistral: Mistral Nemo is the lower-cost option to start with when you still need useful output at scale.
DeepSeek V3 is the better pick when response speed matters more than maximum reasoning depth.
DeepSeek V3 leads DeepSeek's lineup for coding at 87/100 ($0.27/1M input, 128K context).
DeepSeek V3 is the value pick at $0.27/1M input with a coding score of 87/100.
Claude Fable 5 (Anthropic) is the overall coding leader at 100/100 if provider choice is open.
Choose DeepSeek V3 when coding quality is the priority and you're staying on DeepSeek.
Choose DeepSeek V3 when token volume matters more than peak quality.
Teams open to other providers should also evaluate Claude Fable 5 before committing.
Switch the scoring lens to see whether the top answer changes when you care more about cost, speed, or long-document work.
DeepSeek / Budget / Mar 24, 2026
GPT-4o-class coding quality at under $0.30/1M — the best value in the directory.
Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.
Your team has data sovereignty requirements or needs enterprise-grade reliability guarantees.
The fastest way to see where the recommendation shifts when your priority changes.
GPT-4o-class coding quality at under $0.30/1M — the best value in the directory.
Open-source o1-class reasoning at a fraction of the cost.
80.6% SWE-bench Verified (self-reported) — reported as tied with Gemini 3.1 Pro
93.5% LiveCodeBench and Codeforces 3206 — elite competitive-coding results
1M context with 384K max output at $0.87/1M output — an order of magnitude cheaper than closed frontier models
Independent harnesses report much lower agentic scores than the self-reported numbers; trails GPT-5.6 and Opus-class on hard agentic evals
Peak-hour surge pricing doubles rates, a price increase is announced, and it's text-only (no vision)
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DeepSeek V4-Pro — it scores 93/100 on coding in this directory, ahead of DeepSeek V3 at 87/100. Best open-weights flagship — near-frontier coding at a tenth of the price.
Not overall. Claude Fable 5 (Anthropic) leads the directory for coding at 100/100 vs DeepSeek V4-Pro's 93/100. DeepSeek V4-Pro is the best pick if you're staying within DeepSeek's ecosystem.
DeepSeek V4-Flash at $0.14/1M input tokens (coding score: 87/100). Use it for volume work and reserve DeepSeek V4-Pro for the tasks where quality matters most.
$0.435/1M input tokens and $0.87/1M output tokens via the API. Context window: 1M tokens.