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Model comparison

Hy3 Preview vs Mistral Large 3

Data verified

Head-to-head evidence from 13 shared benchmark results across 4 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

53/100
Margin
2.7pts
← winning
50.26/100
0 category wins0 category wins

Public leaderboard positions: Hy3 Preview unranked (Not scored); Mistral Large 3 #111 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Hy3 Preview and Mistral Large 3 share 13 comparable benchmark results. 0 of 8 categories are comparable. 9 results are unique to Hy3 Preview; 4 to Mistral Large 3.

Updated July 17, 2026
Shared results
13
Hy3 Preview only
9
Mistral Large 3 only
4
Comparable categories
0 / 8

Benchmark data for Hy3 Preview and Mistral Large 3 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 13 shared benchmark results across 4 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.

Mistral Large 3 is priced at $0.50 input / $1.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Hy3 Preview. Hy3 Preview has the larger context window at 256K, compared with 128K for Mistral Large 3.

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 Hy3 Preview and Mistral Large 3
CategoryHy3 PreviewΔMistral Large 3
AgenticHy3 Preview54.4MarginNo overlapMistral Large 3Not measured
CodingHy3 Preview57.8MarginNo overlapMistral Large 3Not measured
KnowledgeHy3 Preview33.8MarginNo overlapMistral Large 3Not measured
Inst. FollowingHy3 Preview63.1MarginNo overlapMistral Large 3Not measured

Operational comparison

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

MetricHy3 PreviewMistral Large 3Comparison
Input / output priceUSD per 1M tokensHy3 Preview$0 input / $0 outputMistral Large 3$0.5 input / $1.5 outputHy3 Preview has the lower combined listed price.
Generation speedtokens per secondHy3 PreviewNot availableMistral Large 348 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenHy3 PreviewNot availableMistral Large 31.04 sA complete latency comparison is not available.
Context windowmaximum listed tokensHy3 Preview256KMistral Large 3128KHy3 Preview lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkHy3 PreviewMistral Large 3Result
Terminal-Bench 2.0Source 54.4%Not comparable
Gert LabsSource 36.91%Not comparable
AA Agentic IndexSource 30.7%5.5%Hy3 Preview leads
GDPval-AASource 35.7%6.6%Hy3 Preview leads
GDPval-AASource 1214633Hy3 Preview leads
τ²-bench resultsSource 24.6%Not comparable
Coding
BenchmarkHy3 PreviewMistral Large 3Result
SWE-bench VerifiedSource 74.4%Not comparable
Terminal-Bench 2.0Source 54.4%Not comparable
SciCodeSource 41.2%Not comparable
AA-SciCodeSource 47.6%36.2%Hy3 Preview leads
AA Coding IndexSource 58.8%20.1%Hy3 Preview leads
Terminal-Bench HardSource 15.9%Not comparable
Reasoning
BenchmarkHy3 PreviewMistral Large 3Result
AA-LCRSource 66.7%34.7%Hy3 Preview leads
CritPtSource 4.9%0.0%Hy3 Preview leads
Knowledge
BenchmarkHy3 PreviewMistral Large 3Result
Artificial Analysis Intelligence IndexSource 41.2%15.9%Hy3 Preview leads
GPQASource 87.2%Not comparable
GPQA-DSource 87.2%Not comparable
HLESource 25.5%Not comparable
AA-Omniscience AccuracySource 31.5%24.1%Hy3 Preview leads
AA-Omniscience Hallucination RateSource 73.0%83.7%Hy3 Preview leads
AA-GPQA DiamondSource 89.7%68.0%Hy3 Preview leads
AA-HLESource 31.6%4.1%Hy3 Preview leads
AA-Omniscience IndexSource -18.5%-39.4%Hy3 Preview leads
Multimodal
BenchmarkHy3 PreviewMistral Large 3Result
AA-MMMU-ProSource 55.7%Not comparable
Inst. Following
BenchmarkHy3 PreviewMistral Large 3Result
IFBenchSource 63.1%Not comparable
AA-IFBenchSource 36.2%Not comparable
Frequently Asked Questions (3)

Can I compare Hy3 Preview and Mistral Large 3 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 Hy3 Preview and Mistral Large 3 today?

Hy3 Preview: $0.00 input / $0.00 output per 1M tokens Mistral Large 3: $0.50 input / $1.50 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

Hy3 Preview
API / mo$0
Self-host / moNot listed
Break-even
Proprietary model — self-hosting not applicable.
Mistral Large 3
API / mo$1,500
Self-host / mo$9,110
Break-even380M/day
Model the full break-even

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Last updated: July 17, 2026

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