Model comparison
DeepSeek V4 Pro (High) vs Gemma 4 26B A4B
Head-to-head evidence from 17 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: DeepSeek V4 Pro (High) #81 (Estimated); Gemma 4 26B A4B #67 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. DeepSeek V4 Pro (High) and Gemma 4 26B A4B share 17 comparable benchmark results. 1 of 8 categories are comparable. 21 results are unique to DeepSeek V4 Pro (High); 3 to Gemma 4 26B A4B.
Updated July 23, 2026- Shared results
- 17
- DeepSeek V4 Pro (High) only
- 21
- Gemma 4 26B A4B only
- 3
- Comparable categories
- 1 / 8
Pick Gemma 4 26B A4B if you want the stronger benchmark profile. DeepSeek V4 Pro (High) only becomes the better choice if knowledge is the priority or you need the larger 1M context window.
Confidence note. This is a partial-evidence comparison with 17 shared benchmark results across 5 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Gemma 4 26B A4B has the cleaner BenchAlign overall profile here, landing at 57.96 versus 55.47. It is a real lead, but still close enough that category-level strengths matter more than the headline number.
DeepSeek V4 Pro (High) is also the more expensive model on tokens at $0.43 input / $0.87 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Gemma 4 26B A4B. That is roughly Infinityx on output cost alone. DeepSeek V4 Pro (High) gives you the larger context window at 1M, compared with 256K for Gemma 4 26B A4B.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | DeepSeek V4 Pro (High) | Δ | Gemma 4 26B A4B |
|---|---|---|---|
| Knowledge | DeepSeek V4 Pro (High)57.0 | Margin← 13.6 | Gemma 4 26B A4B43.4 |
| Agentic | DeepSeek V4 Pro (High)70.6 | MarginNo overlap | Gemma 4 26B A4BNot measured |
| Coding | DeepSeek V4 Pro (High)69.8 | MarginNo overlap | Gemma 4 26B A4BNot measured |
| Math | DeepSeek V4 Pro (High)94.0 | MarginNo overlap | Gemma 4 26B A4BNot measured |
| Multimodal | DeepSeek V4 Pro (High)Not measured | MarginNo overlap | Gemma 4 26B A4B73.8 |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
HLE
KnowledgeA 34.5%B 17.2%Winner: DeepSeek V4 Pro (High)Δ 17.3HLE: DeepSeek V4 Pro (High) scored 34.5%; Gemma 4 26B A4B scored 17.2%. DeepSeek V4 Pro (High) wins this benchmark. - Source ↗
MMLU-Pro
KnowledgeA 87.1%B 82.6%Winner: DeepSeek V4 Pro (High)Δ 4.5MMLU-Pro: DeepSeek V4 Pro (High) scored 87.1%; Gemma 4 26B A4B scored 82.6%. DeepSeek V4 Pro (High) wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | DeepSeek V4 Pro (High) | Gemma 4 26B A4B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | DeepSeek V4 Pro (High)$0.435 input / $0.87 output | Gemma 4 26B A4B$0 input / $0 output | Gemma 4 26B A4B has the lower combined listed price. |
| Generation speedtokens per second | DeepSeek V4 Pro (High)Not available | Gemma 4 26B A4BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | DeepSeek V4 Pro (High)Not available | Gemma 4 26B A4BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | DeepSeek V4 Pro (High)1M | Gemma 4 26B A4B256K | DeepSeek V4 Pro (High) lists the larger context window. |
Benchmark Deep Dive
Agentic9 benchmarks
| Benchmark | DeepSeek V4 Pro (High) | Gemma 4 26B A4B | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | 63.3% | — | Not comparable |
| BrowseCompSource | 80.4% | — | Not comparable |
| HLE w/ toolsSource | 44.7% | — | Not comparable |
| MCP AtlasSource | 74.2% | — | Not comparable |
| ToolathlonSource | 49% | — | Not comparable |
| τ²-bench resultsSource | 94.2% | 43.6% | DeepSeek V4 Pro (High) leads |
| GDPval-AASource | 39.9% | 13.1% | DeepSeek V4 Pro (High) leads |
| GDPval-AASource | 1299 | 761 | DeepSeek V4 Pro (High) leads |
| AA Agentic IndexSource | 34.4% | 11.0% | DeepSeek V4 Pro (High) leads |
Coding7 benchmarks
| Benchmark | DeepSeek V4 Pro (High) | Gemma 4 26B A4B | Result |
|---|---|---|---|
| CodeforcesSource | 2919.0 | — | Not comparable |
| SWE-bench VerifiedSource | 79.4% | — | Not comparable |
| SWE-bench ProSource | 54.4% | — | Not comparable |
| SWE MultilingualSource | 74.1% | — | Not comparable |
| Terminal-Bench 2.0Source | 63.3% | — | Not comparable |
| AA-SciCodeSource | 46.4% | 40.0% | DeepSeek V4 Pro (High) leads |
| AA Coding IndexSource | 58.7% | 39.3% | DeepSeek V4 Pro (High) leads |
Reasoning4 benchmarks
KnowledgeDeepSeek V4 Pro (High) wins13 benchmarks
| Benchmark | DeepSeek V4 Pro (High) | Gemma 4 26B A4B | Result |
|---|---|---|---|
| MMLU-ProSource | 87.1% | 82.6% | DeepSeek V4 Pro (High) leads |
| SimpleQASource | 46.2% | — | Not comparable |
| Chinese-SimpleQASource | 77.7% | — | Not comparable |
| GPQASource | 89.1% | — | Not comparable |
| GPQA-DSource | 89.1% | — | Not comparable |
| HLESource | 34.5% | 17.2% | DeepSeek V4 Pro (High) leads |
| Artificial Analysis Intelligence IndexSource | 43.1% | 25.7% | DeepSeek V4 Pro (High) leads |
| AA-GPQA DiamondSource | 90.5% | 79.2% | DeepSeek V4 Pro (High) leads |
| AA-HLESource | 33.5% | 18.3% | DeepSeek V4 Pro (High) leads |
| AA-Omniscience IndexSource | -9.7% | -48.1% | DeepSeek V4 Pro (High) leads |
| AA-Omniscience AccuracySource | 41.8% | 18.2% | DeepSeek V4 Pro (High) leads |
| AA-Omniscience Hallucination RateSource | 88.6% | 80.9% | Gemma 4 26B A4B leads |
| HLE w/o toolsSource | — | 8.7% | Not comparable |
Math4 benchmarks
Multimodal3 benchmarks
Inst. Following1 benchmarks
| Benchmark | DeepSeek V4 Pro (High) | Gemma 4 26B A4B | Result |
|---|---|---|---|
| AA-IFBenchSource | 71.3% | 72.4% | Gemma 4 26B A4B leads |
Frequently Asked Questions (2)
Which is better, DeepSeek V4 Pro (High) or Gemma 4 26B A4B?
Gemma 4 26B A4B is ahead on BenchLM's BenchAlign leaderboard, 57.96 to 55.47. The biggest single separator in this matchup is HLE, where the scores are 34.5% and 17.2%.
Which is better for knowledge tasks, DeepSeek V4 Pro (High) or Gemma 4 26B A4B?
DeepSeek V4 Pro (High) has the edge for knowledge tasks in this comparison, averaging 57 versus 43.4. Inside this category, AA-Omniscience Index is the benchmark that creates the most daylight between them.
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