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Model comparison

DeepSeek V4 Pro (High) vs Gemma 4 26B A4B

Data verified

Head-to-head evidence from 17 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

55.47/100
Margin
2.5pts
winning →
57.96/100
1 category wins0 category wins

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 scores and score margins for DeepSeek V4 Pro (High) and Gemma 4 26B A4B
CategoryDeepSeek V4 Pro (High)ΔGemma 4 26B A4B
KnowledgeDeepSeek V4 Pro (High)57.0Margin 13.6Gemma 4 26B A4B43.4
AgenticDeepSeek V4 Pro (High)70.6MarginNo overlapGemma 4 26B A4BNot measured
CodingDeepSeek V4 Pro (High)69.8MarginNo overlapGemma 4 26B A4BNot measured
MathDeepSeek V4 Pro (High)94.0MarginNo overlapGemma 4 26B A4BNot measured
MultimodalDeepSeek V4 Pro (High)Not measuredMarginNo overlapGemma 4 26B A4B73.8

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · DeepSeek V4 Pro (High)B · Gemma 4 26B A4B
  1. HLE

    Knowledge
    Source ↗
    A 34.5%B 17.2%
    Winner: DeepSeek V4 Pro (High)Δ 17.3
    HLE: DeepSeek V4 Pro (High) scored 34.5%; Gemma 4 26B A4B scored 17.2%. DeepSeek V4 Pro (High) wins this benchmark.
  2. MMLU-Pro

    Knowledge
    Source ↗
    A 87.1%B 82.6%
    Winner: DeepSeek V4 Pro (High)Δ 4.5
    MMLU-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.

MetricDeepSeek V4 Pro (High)Gemma 4 26B A4BComparison
Input / output priceUSD per 1M tokensDeepSeek V4 Pro (High)$0.435 input / $0.87 outputGemma 4 26B A4B$0 input / $0 outputGemma 4 26B A4B has the lower combined listed price.
Generation speedtokens per secondDeepSeek V4 Pro (High)Not availableGemma 4 26B A4BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenDeepSeek V4 Pro (High)Not availableGemma 4 26B A4BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensDeepSeek V4 Pro (High)1MGemma 4 26B A4B256KDeepSeek V4 Pro (High) lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkDeepSeek V4 Pro (High)Gemma 4 26B A4BResult
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 1299761DeepSeek V4 Pro (High) leads
AA Agentic IndexSource 34.4%11.0%DeepSeek V4 Pro (High) leads
Coding
BenchmarkDeepSeek V4 Pro (High)Gemma 4 26B A4BResult
CodeforcesSource 2919.0Not 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
Reasoning
BenchmarkDeepSeek V4 Pro (High)Gemma 4 26B A4BResult
MRCR 1MSource 83.3%Not comparable
CorpusQA 1MSource 56.5%Not comparable
AA-LCRSource 65.0%55.7%DeepSeek V4 Pro (High) leads
CritPtSource 10.0%0.0%DeepSeek V4 Pro (High) leads
KnowledgeDeepSeek V4 Pro (High) wins
BenchmarkDeepSeek V4 Pro (High)Gemma 4 26B A4BResult
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
Math
BenchmarkDeepSeek V4 Pro (High)Gemma 4 26B A4BResult
HMMT Feb 2026Source 94.0%Not comparable
IMOAnswerBenchSource 88.0%Not comparable
ApexSource 27.4%Not comparable
Apex ShortlistSource 85.5%Not comparable
Multimodal
BenchmarkDeepSeek V4 Pro (High)Gemma 4 26B A4BResult
Design Arena WebsiteSource 1264Not comparable
MMMU-ProSource 73.8%Not comparable
AA-MMMU-ProSource 69.2%Not comparable
Inst. Following
BenchmarkDeepSeek V4 Pro (High)Gemma 4 26B A4BResult
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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Last updated: July 23, 2026

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