Model comparison
Claude 3 Haiku vs DeepSeek V4 Flash Base
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Claude 3 Haiku #194 (Supported); DeepSeek V4 Flash Base unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Claude 3 Haiku and DeepSeek V4 Flash Base share 0 comparable benchmark results. 0 of 8 categories are comparable. 12 results are unique to Claude 3 Haiku; 24 to DeepSeek V4 Flash Base.
Updated July 23, 2026- Shared results
- 0
- Claude 3 Haiku only
- 12
- DeepSeek V4 Flash Base only
- 24
- Comparable categories
- 0 / 8
Benchmark data for Claude 3 Haiku and DeepSeek V4 Flash Base is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
DeepSeek V4 Flash Base has the larger context window at 1M, compared with 200K for Claude 3 Haiku.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Claude 3 Haiku | DeepSeek V4 Flash Base | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Claude 3 Haiku$0.25 input / $1.25 output | DeepSeek V4 Flash BaseNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Claude 3 Haiku138 tok/s | DeepSeek V4 Flash BaseNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Claude 3 Haiku1.16 s | DeepSeek V4 Flash BaseNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Claude 3 Haiku200K | DeepSeek V4 Flash Base1M | DeepSeek V4 Flash Base lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | Claude 3 Haiku | DeepSeek V4 Flash Base | Result |
|---|---|---|---|
| τ²-bench resultsSource | 21.1% | — | Not comparable |
Coding3 benchmarks
Reasoning8 benchmarks
| Benchmark | Claude 3 Haiku | DeepSeek V4 Flash Base | Result |
|---|---|---|---|
| AA-LCRSource | 21.0% | — | Not comparable |
| CritPtSource | 0.0% | — | Not comparable |
| BBHSource | — | 86.9% | Not comparable |
| DROPSource | — | 88.6% | Not comparable |
| HellaSwagSource | — | 85.7% | Not comparable |
| WinoGrandeSource | — | 79.5% | Not comparable |
| CLUEWSCSource | — | 82.2% | Not comparable |
| LongBench v2Source | — | 44.7% | Not comparable |
Knowledge18 benchmarks
| Benchmark | Claude 3 Haiku | DeepSeek V4 Flash Base | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 3.9% | — | Not comparable |
| AA-GPQA DiamondSource | 37.4% | — | Not comparable |
| AA-HLESource | 3.9% | — | Not comparable |
| AA-Omniscience IndexSource | -47.6% | — | Not comparable |
| AA-Omniscience AccuracySource | 17.2% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 78.2% | — | Not comparable |
| AGIEvalSource | — | 82.6% | Not comparable |
| MMLUSource | — | 88.7% | Not comparable |
| MMLU-ReduxSource | — | 89.4% | Not comparable |
| MMLU-ProSource | — | 68.3% | Not comparable |
| MMMLUSource | — | 88.8% | Not comparable |
| C-EvalSource | — | 92.1% | Not comparable |
| CMMLUSource | — | 90.4% | Not comparable |
| MultiLoKoSource | — | 42.2% | Not comparable |
| SimpleQASource | — | 30.1% | Not comparable |
| SuperGPQASource | — | 46.5% | Not comparable |
| FACTS ParametricSource | — | 33.9% | Not comparable |
| TriviaQASource | — | 82.8% | Not comparable |
Math3 benchmarks
Multilingual1 benchmarks
| Benchmark | Claude 3 Haiku | DeepSeek V4 Flash Base | Result |
|---|---|---|---|
| MGSMSource | — | 85.7% | Not comparable |
Multimodal1 benchmarks
| Benchmark | Claude 3 Haiku | DeepSeek V4 Flash Base | Result |
|---|---|---|---|
| AA-MMMU-ProSource | 30.8% | — | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Claude 3 Haiku | DeepSeek V4 Flash Base | Result |
|---|---|---|---|
| AA-IFBenchSource | 36.1% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Claude 3 Haiku and DeepSeek V4 Flash Base on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Claude 3 Haiku and DeepSeek V4 Flash Base today?
Claude 3 Haiku: $0.25 input / $1.25 output per 1M tokens DeepSeek V4 Flash Base: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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