Compare / DeepSeek V4 Flash 0423 vs o1

DeepSeek V4 Flash 0423 vs o1

Which is cheaper, which is more capable, and which does better at each kind of work, from 14 results on 3 sources that measured both models.

DeepSeek V4 Flash 0423
DeepSeek · profile
o1
OpenAI · profile
Results compared
14
Shared sources
3

DeepSeek V4 Flash 0423 or o1? The short answer

  • DeepSeek V4 Flash 0423 is cheaper: $0.18 against $26.25 per million tokens, 150 times less.
  • DeepSeek V4 Flash 0423 scores higher on the Artificial Analysis Intelligence Index: 34.3 against 15.2.
  • On our business benchmarks, DeepSeek V4 Flash 0423 ranks higher for reasoning and knowledge, writing and sticking to the facts.

At a glance

DeepSeek V4 Flash 0423o1
Price per million tokens$0.14 in · $0.28 out$15.00 in · $60.00 out
Blended (3 in : 1 out)$0.18$26.25
Cheapest host, blended$0.053 (StreamLake, FP8)–
Intelligence Index34.315.2
Spring Prompt overall––
Output speed, tokens a second––
Context window1,048,576 tokens200,000 tokens
WeightsOpenClosed
Developer based inChinathe US

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 caseDeepSeek V4 Flash 0423o1
Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls 34 of 161 not measured
Reasoning and knowledgeHard questions across science, maths and general knowledge 40 of 195 126 of 195
WritingWhat people prefer in blind comparisons, and judged writing quality 62 of 187 74 of 187
Sticking to the factsSummarising without inventing things, and factual answers 81 of 153 86 of 153

Every shared result

BenchmarkMetricDeepSeek V4 Flash 0423o1
Arena (formerly LMArena)reportedBusiness, management and financeArena rating 1,4391,370
Arena (formerly LMArena)reportedCreative writingArena rating 1,4081,381
Arena (formerly LMArena)reportedExpert promptsArena rating 1,4571,402
Arena (formerly LMArena)reportedInstruction followingArena rating 1,4281,407
Arena (formerly LMArena)reportedOverallArena rating 1,4361,402
Arena (formerly LMArena)reportedWriting, literature and languageArena rating 1,4161,398
Artificial AnalysisreportedArtificial Analysis Coding Indexindex score 69.139.7
Artificial AnalysisreportedArtificial Analysis Intelligence Indexindex score 34.315.2
Artificial AnalysisreportedGPQA Diamond% of questions 90.8%74.7%
Artificial AnalysisreportedHumanity's Last Exam% of questions 38.6%7.0%
Artificial AnalysisreportedLong-context reasoning (AA-LCR)% of questions 79.7%65.0%
UGI LeaderboardreportedRequested-length error% off the requested word count 12.0%24.0%
UGI LeaderboardreportedStyle adherencescore from 0 to 1 0.360.36
UGI LeaderboardreportedWriting scorescore out of 100 54.661.0

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 DeepSeek V4 Flash 0423 better than o1?

It depends on the task. Among models available today, on our benchmarks and licensed sources, DeepSeek V4 Flash 0423 ranks higher for reasoning and knowledge, writing and sticking to the facts.

Which is cheaper, DeepSeek V4 Flash 0423 or o1?

DeepSeek V4 Flash 0423 costs $0.18 per million tokens (three input to one output), against $26.25 for o1.

Run DeepSeek V4 Flash 0423 and o1 on your own prompt

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