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Model comparison

Gemini 2.5 Flash vs Trinity-Large-Preview

Data verified

Head-to-head evidence from 12 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

48.09/100
Margin
7.8pts
winning →
55.94/100
0 category wins0 category wins

Public leaderboard positions: Gemini 2.5 Flash #130 (Supported); Trinity-Large-Preview #79 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Gemini 2.5 Flash and Trinity-Large-Preview share 12 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to Gemini 2.5 Flash; 6 to Trinity-Large-Preview.

Updated July 21, 2026
Shared results
12
Gemini 2.5 Flash only
3
Trinity-Large-Preview only
6
Comparable categories
0 / 8

Benchmark data for Gemini 2.5 Flash and Trinity-Large-Preview is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 12 shared benchmark results across 6 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.

Gemini 2.5 Flash is priced at $0.30 input / $2.50 output per 1M tokens, versus $0.25 input / $1.00 output per 1M tokens for Trinity-Large-Preview. Gemini 2.5 Flash has the larger context window at 1M, compared with 512K for Trinity-Large-Preview.

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 2.5 Flash and Trinity-Large-Preview
CategoryGemini 2.5 FlashΔTrinity-Large-Preview
MathGemini 2.5 Flash4.7MarginNo overlapTrinity-Large-PreviewNot measured

Operational comparison

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

MetricGemini 2.5 FlashTrinity-Large-PreviewComparison
Input / output priceUSD per 1M tokensGemini 2.5 Flash$0.3 input / $2.5 outputTrinity-Large-Preview$0.25 input / $1 outputTrinity-Large-Preview has the lower combined listed price.
Generation speedtokens per secondGemini 2.5 Flash221 tok/sTrinity-Large-PreviewNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGemini 2.5 Flash0.50 sTrinity-Large-PreviewNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGemini 2.5 Flash1MTrinity-Large-Preview512KGemini 2.5 Flash lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGemini 2.5 FlashTrinity-Large-PreviewResult
τ²-bench resultsSource 14.9%90.1%Trinity-Large-Preview leads
GDPval-AASource —2.7%Not comparable
GDPval-AASource —554Not comparable
Coding
BenchmarkGemini 2.5 FlashTrinity-Large-PreviewResult
AA-SciCodeSource 29.1%36.1%Trinity-Large-Preview leads
Reasoning
BenchmarkGemini 2.5 FlashTrinity-Large-PreviewResult
AA-LCRSource 45.9%33.0%Gemini 2.5 Flash leads
CritPtSource 1.4%0.9%Gemini 2.5 Flash leads
Knowledge
BenchmarkGemini 2.5 FlashTrinity-Large-PreviewResult
Artificial Analysis Intelligence IndexSource 14.1%24.5%Trinity-Large-Preview leads
AA-GPQA DiamondSource 68.3%75.2%Trinity-Large-Preview leads
AA-HLESource 5.1%14.7%Trinity-Large-Preview leads
AA-Omniscience IndexSource -42.0%-44.2%Gemini 2.5 Flash leads
AA-Omniscience AccuracySource 26.5%22.8%Gemini 2.5 Flash leads
AA-Omniscience Hallucination RateSource 93.3%86.6%Trinity-Large-Preview leads
MMLUSource —87.2%Not comparable
MMLU-Pro (Arcee)Source —75.2%Not comparable
GPQA-DSource —63.3%Not comparable
Math
BenchmarkGemini 2.5 FlashTrinity-Large-PreviewResult
FrontierMath v2 (Tiers 1-3)Source 4.844%—Not comparable
FrontierMath v2 (Tier 4)Source 4.167%—Not comparable
AIME25 (Arcee)Source —24.0%Not comparable
Multimodal
BenchmarkGemini 2.5 FlashTrinity-Large-PreviewResult
AA-MMMU-ProSource 65.5%—Not comparable
Design Arena WebsiteSource 11451165Trinity-Large-Preview leads
Inst. Following
BenchmarkGemini 2.5 FlashTrinity-Large-PreviewResult
AA-IFBenchSource 39.0%56.3%Trinity-Large-Preview leads
Frequently Asked Questions (3)

Can I compare Gemini 2.5 Flash and Trinity-Large-Preview 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 Gemini 2.5 Flash and Trinity-Large-Preview today?

Gemini 2.5 Flash: $0.30 input / $2.50 output per 1M tokens Trinity-Large-Preview: $0.25 input / $1.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 21, 2026

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