Skip to main content
BenchLM
Advertise

Model comparison

Gemini 3.6 Flash vs Step 3.7 Flash

Data verified

Head-to-head evidence from 14 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

N/A
No comparison
50.87/100
1 category wins0 category wins

Public leaderboard positions: Gemini 3.6 Flash unranked (Not scored); Step 3.7 Flash #110 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Gemini 3.6 Flash and Step 3.7 Flash share 14 comparable benchmark results. 1 of 8 categories are comparable. 5 results are unique to Gemini 3.6 Flash; 15 to Step 3.7 Flash.

Updated July 21, 2026
Shared results
14
Gemini 3.6 Flash only
5
Step 3.7 Flash only
15
Comparable categories
1 / 8

Treat this as a split decision. Gemini 3.6 Flash makes more sense if agentic is the priority or you need the larger 1M context window; Step 3.7 Flash is the better fit if you want the cheaper token bill.

Confidence note. This is a partial-evidence comparison with 14 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

Gemini 3.6 Flash and Step 3.7 Flash finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.

Gemini 3.6 Flash is also the more expensive model on tokens at $1.50 input / $7.50 output per 1M tokens, versus $0.20 input / $1.15 output per 1M tokens for Step 3.7 Flash. That is roughly 6.5x on output cost alone. Gemini 3.6 Flash gives you the larger context window at 1M, compared with 256K for Step 3.7 Flash.

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 Gemini 3.6 Flash and Step 3.7 Flash
CategoryGemini 3.6 FlashΔStep 3.7 Flash
AgenticGemini 3.6 Flash83.0Margin← 16.6Step 3.7 Flash66.4
CodingGemini 3.6 FlashNot measuredMarginNo overlapStep 3.7 Flash56.3

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGemini 3.6 FlashStep 3.7 FlashComparison
Input / output priceUSD per 1M tokensGemini 3.6 Flash$1.5 input / $7.5 outputStep 3.7 Flash$0.2 input / $1.15 outputStep 3.7 Flash has the lower combined listed price.
Generation speedtokens per secondGemini 3.6 FlashNot availableStep 3.7 FlashNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGemini 3.6 FlashNot availableStep 3.7 FlashNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGemini 3.6 Flash1MStep 3.7 Flash256KGemini 3.6 Flash lists the larger context window.

Benchmark Deep Dive

AgenticGemini 3.6 Flash wins
BenchmarkGemini 3.6 FlashStep 3.7 FlashResult
OSWorld-VerifiedSource 83%—Not comparable
GDPval-AASource 14211017Gemini 3.6 Flash leads
AA Agentic IndexSource 38.7%21.5%Gemini 3.6 Flash leads
GDPval-AASource 46.1%25.9%Gemini 3.6 Flash leads
AA BriefcaseSource 961—Not comparable
AA Tau3 BankingSource 24.5%—Not comparable
aaTerminalBench21Source 77.5%—Not comparable
Terminal-Bench 2.0Source —59.5%Not comparable
BrowseCompSource —75.8%Not comparable
DeepSearchQASource —92.8%Not comparable
ToolathlonSource —49.5%Not comparable
Claw-EvalSource —67.1%Not comparable
HLE w/ toolsSource —47.2%Not comparable
Gert LabsSource —51.57%Not comparable
τ²-bench resultsSource —98.5%Not comparable
APEX-Agents-AASource —14.8%Not comparable
Coding
BenchmarkGemini 3.6 FlashStep 3.7 FlashResult
deepSweSource 49%—Not comparable
AA Coding IndexSource 69.2%39.6%Gemini 3.6 Flash leads
AA-SciCodeSource 52.7%40.0%Gemini 3.6 Flash leads
SWE-bench ProSource —56.3%Not comparable
Terminal-Bench 2.0Source —59.5%Not comparable
Reasoning
BenchmarkGemini 3.6 FlashStep 3.7 FlashResult
AA-LCRSource 69.7%63.7%Gemini 3.6 Flash leads
CritPtSource 10.6%2.3%Gemini 3.6 Flash leads
Knowledge
BenchmarkGemini 3.6 FlashStep 3.7 FlashResult
Artificial Analysis Intelligence IndexSource 50.1%30.3%Gemini 3.6 Flash leads
AA-GPQA DiamondSource 92.8%80.9%Gemini 3.6 Flash leads
AA-HLESource 38.3%19.9%Gemini 3.6 Flash leads
AA-Omniscience IndexSource 23.5%-37.5%Gemini 3.6 Flash leads
AA-Omniscience AccuracySource 50.2%25.4%Gemini 3.6 Flash leads
AA-Omniscience Hallucination RateSource 53.5%84.4%Gemini 3.6 Flash leads
Multimodal
BenchmarkGemini 3.6 FlashStep 3.7 FlashResult
AA-MMMU-ProSource 83.2%75.3%Gemini 3.6 Flash leads
SimpleVQASource —79.2%Not comparable
V*Source —95.3%Not comparable
Design Arena WebsiteSource —1211Not comparable
Inst. Following
BenchmarkGemini 3.6 FlashStep 3.7 FlashResult
AA-IFBenchSource —67.3%Not comparable
Frequently Asked Questions (2)

Which is better, Gemini 3.6 Flash or Step 3.7 Flash?

Gemini 3.6 Flash and Step 3.7 Flash are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.

Which is better for agentic tasks, Gemini 3.6 Flash or Step 3.7 Flash?

Gemini 3.6 Flash has the edge for agentic tasks in this comparison, averaging 83 versus 66.4. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.

Related Comparisons

Explore More

Google Compare Pricing Methodology Find Your Best LLM Overall Rankings
Last updated: July 21, 2026

Choose a model with this week’s evidence

Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.

One email each week. Unsubscribe anytime.