Compare / Llama 4 Scout vs Hy3 preview

Llama 4 Scout vs Hy3 preview

Which is cheaper, which is more capable, and which does better at each kind of work, from 16 results on 3 sources that measured both models.

Llama 4 Scout
Meta · profile
Hy3 preview
Tencent · profile
Results compared
16
Shared sources
3

Llama 4 Scout or Hy3 preview? The short answer

  • Llama 4 Scout is cheaper: $0.28 against $0.29 per million tokens, 1% less.
  • Hy3 preview scores higher on the Artificial Analysis Intelligence Index: 22.7 against 8.1.
  • On our business benchmarks, Llama 4 Scout ranks higher for sticking to the facts.
  • On our business benchmarks, Hy3 preview ranks higher for reasoning and knowledge and writing.

At a glance

Llama 4 ScoutHy3 preview
Price per million tokens$0.18 in · $0.59 out$0.18 in · $0.60 out
Blended (3 in : 1 out)$0.28$0.29
Cheapest host, blended$0.15 (DeepInfra, FP8)–
Intelligence Index8.122.7
Spring Prompt overall––
Output speed, tokens a second42–
Context window1,310,720 tokens262,144 tokens
WeightsOpenOpen
Developer based inthe USChina

Prices are the developer's list price where we have read it, otherwise the typical host on OpenRouter; see every model's price. Intelligence and speed from Artificial Analysis.

Which is better for what

Each model's rank among models available today, for each kind of work, from our own benchmarks and licensed sources. The better rank is in green.

Use caseLlama 4 ScoutHy3 preview
Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls 148 of 161 not measured
Reasoning and knowledgeHard questions across science, maths and general knowledge 164 of 195 73 of 195
WritingWhat people prefer in blind comparisons, and judged writing quality 163 of 187 86 of 187
Sticking to the factsSummarising without inventing things, and factual answers 46 of 153 128 of 153

Every shared result

BenchmarkMetricLlama 4 ScoutHy3 preview
Arena (formerly LMArena)reportedBusiness, management and financeArena rating 1,3161,411
Arena (formerly LMArena)reportedCreative writingArena rating 1,2891,354
Arena (formerly LMArena)reportedExpert promptsArena rating 1,3091,446
Arena (formerly LMArena)reportedInstruction followingArena rating 1,2991,397
Arena (formerly LMArena)reportedOverallArena rating 1,3221,409
Arena (formerly LMArena)reportedWriting, literature and languageArena rating 1,3051,378
Artificial AnalysisreportedArtificial Analysis Intelligence Indexindex score 8.1022.7
Artificial AnalysisreportedGPQA Diamond% of questions 58.7%86.7%
Artificial AnalysisreportedHumanity's Last Exam% of questions 3.8%27.8%
Artificial AnalysisreportedIFBench% of instructions 39.5%63.1%
Artificial AnalysisreportedLong-context reasoning (AA-LCR)% of questions 27.7%64.7%
Artificial AnalysisreportedTerminal-Bench Hard% of tasks 1.5%34.1%
Artificial AnalysisreportedΤ²-bench telecom% of tasks 15.5%92.7%
UGI LeaderboardreportedRequested-length error% off the requested word count 19.0%18.0%
UGI LeaderboardreportedStyle adherencescore from 0 to 1 0.360.34
UGI LeaderboardreportedWriting scorescore out of 100 26.751.1

Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.

Quick answers

Is Llama 4 Scout better than Hy3 preview?

It depends on the task. Among models available today, on our benchmarks and licensed sources, Llama 4 Scout ranks higher for sticking to the facts; Hy3 preview ranks higher for reasoning and knowledge and writing.

Which is cheaper, Llama 4 Scout or Hy3 preview?

Llama 4 Scout costs $0.28 per million tokens (three input to one output), against $0.29 for Hy3 preview.

Run Llama 4 Scout and Hy3 preview on your own prompt

Benchmarks aren't your data. Try both side by side in the playground, with the cost of every answer.