Benchmark profile
DeepSeek DSBench Hard (DSBench-Hard)
DeepSeek's internal hard coding-agent benchmark.
Data verifiedBenchmark score on DSBench-Hard — July 31, 2026
BenchLM mirrors the published score view for DSBench-Hard. DeepSeek V4 Flash (Max) leads the public snapshot at 59.6%. BenchLM does not use these results to rank models overall.
Benchmark score table (1 model)
ScoreAbout DSBench-Hard
Year
2026
Tasks
Internal hard coding-agent tasks
Format
Provider-reported score
Difficulty
Advanced coding-agent challenges
DeepSeek labels DSBench-Hard as an internal benchmark. BenchLM stores the provider-reported exact result as display-only launch evidence and does not compare it with public benchmark leaderboards.
BenchLM freshness & provenance
Version
DSBench-Hard 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
FAQ
What does DSBench-Hard measure?
DeepSeek's internal hard coding-agent benchmark.
Which model scores highest on DSBench-Hard?
DeepSeek V4 Flash (Max) by DeepSeek currently leads with a score of 59.6% on DSBench-Hard.
How many models are evaluated on DSBench-Hard?
1 AI models have been evaluated on DSBench-Hard on BenchLM.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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