Compare / Claude Opus 4.1 vs Step 3.5 Flash

Claude Opus 4.1 vs Step 3.5 Flash

Which is cheaper, which is more capable, and which does better at each kind of work, from 17 results on 3 sources that measured both models.

Claude Opus 4.1
Anthropic · profile
Step 3.5 Flash
Stepfun · profile
Results compared
17
Shared sources
3

Claude Opus 4.1 or Step 3.5 Flash? The short answer

  • Step 3.5 Flash is cheaper: $0.15 against $30.00 per million tokens, 200 times less.
  • Claude Opus 4.1 scores higher on the Artificial Analysis Intelligence Index: 22.8 against 16.6.
  • On our business benchmarks, Claude Opus 4.1 ranks higher for writing and sticking to the facts.
  • On our business benchmarks, Step 3.5 Flash ranks higher for reasoning and knowledge.

At a glance

Claude Opus 4.1Step 3.5 Flash
Price per million tokens$15.00 in · $75.00 out$0.10 in · $0.30 out
Blended (3 in : 1 out)$30.00$0.15
Cheapest host, blended––
Intelligence Index22.816.6
Spring Prompt overall––
Output speed, tokens a second––
Context window200,000 tokens262,144 tokens
WeightsClosedOpen
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 caseClaude Opus 4.1Step 3.5 Flash
Reasoning and knowledgeHard questions across science, maths and general knowledge 98 of 195 96 of 195
WritingWhat people prefer in blind comparisons, and judged writing quality 31 of 187 99 of 187
Sticking to the factsSummarising without inventing things, and factual answers 104 of 153 123 of 153

Every shared result

BenchmarkMetricClaude Opus 4.1Step 3.5 Flash
Arena (formerly LMArena)reportedOverallArena rating 1,4351,417
Arena (formerly LMArena)reportedBusiness, management and financeArena rating 1,4471,390
Arena (formerly LMArena)reportedCreative writingArena rating 1,4451,345
Arena (formerly LMArena)reportedExpert promptsArena rating 1,4821,429
Arena (formerly LMArena)reportedInstruction followingArena rating 1,4581,384
Arena (formerly LMArena)reportedOverallArena rating 1,4501,393
Arena (formerly LMArena)reportedWriting, literature and languageArena rating 1,4461,366
Artificial AnalysisreportedArtificial Analysis Intelligence Indexindex score 22.816.6
Artificial AnalysisreportedGPQA Diamond% of questions 80.9%83.1%
Artificial AnalysisreportedHumanity's Last Exam% of questions 12.5%21.1%
Artificial AnalysisreportedIFBench% of instructions 55.4%64.6%
Artificial AnalysisreportedLong-context reasoning (AA-LCR)% of questions 76.0%50.0%
Artificial AnalysisreportedTerminal-Bench Hard% of tasks 34.3%27.3%
Artificial AnalysisreportedΤ²-bench telecom% of tasks 71.4%94.4%
UGI LeaderboardreportedRequested-length error% off the requested word count 3.0%42.0%
UGI LeaderboardreportedStyle adherencescore from 0 to 1 0.380.37
UGI LeaderboardreportedWriting scorescore out of 100 69.945.9

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 Claude Opus 4.1 better than Step 3.5 Flash?

It depends on the task. Among models available today, on our benchmarks and licensed sources, Claude Opus 4.1 ranks higher for writing and sticking to the facts; Step 3.5 Flash ranks higher for reasoning and knowledge.

Which is cheaper, Claude Opus 4.1 or Step 3.5 Flash?

Step 3.5 Flash costs $0.15 per million tokens (three input to one output), against $30.00 for Claude Opus 4.1.

Run Claude Opus 4.1 and Step 3.5 Flash on your own prompt

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