Compare / R1 0528 vs Gemma 4 31B

R1 0528 vs Gemma 4 31B

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.

R1 0528
DeepSeek · profile
Gemma 4 31B
Google · profile
Results compared
16
Shared sources
3

R1 0528 or Gemma 4 31B? The short answer

  • Gemma 4 31B is cheaper: $0.21 against $0.92 per million tokens, 4.5 times less.
  • Gemma 4 31B scores higher on the Artificial Analysis Intelligence Index: 14.7 against 13.1.
  • On our business benchmarks, Gemma 4 31B ranks higher for reasoning and knowledge and writing.

At a glance

R1 0528Gemma 4 31B
Price per million tokens$0.50 in · $2.18 out$0.14 in · $0.40 out
Blended (3 in : 1 out)$0.92$0.21
Cheapest host, blended$0.91 (DeepInfra, FP4)$0.15 (DeepInfra, FP4)
Intelligence Index13.114.7
Spring Prompt overall––
Output speed, tokens a second–44
Context window163,840 tokens262,144 tokens
WeightsOpenOpen
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 caseR1 0528Gemma 4 31B
Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls not measured 96 of 161
Reasoning and knowledgeHard questions across science, maths and general knowledge 106 of 195 89 of 195
WritingWhat people prefer in blind comparisons, and judged writing quality 90 of 187 72 of 187
Sticking to the factsSummarising without inventing things, and factual answers not measured 89 of 153

Every shared result

BenchmarkMetricR1 0528Gemma 4 31B
Arena (formerly LMArena)reportedBusiness, management and financeArena rating 1,4071,449
Arena (formerly LMArena)reportedCreative writingArena rating 1,3891,419
Arena (formerly LMArena)reportedExpert promptsArena rating 1,4181,499
Arena (formerly LMArena)reportedInstruction followingArena rating 1,3911,453
Arena (formerly LMArena)reportedOverallArena rating 1,4221,453
Arena (formerly LMArena)reportedWriting, literature and languageArena rating 1,3881,435
Artificial AnalysisreportedArtificial Analysis Intelligence Indexindex score 13.114.7
Artificial AnalysisreportedGPQA Diamond% of questions 81.3%85.7%
Artificial AnalysisreportedHumanity's Last Exam% of questions 15.8%23.6%
Artificial AnalysisreportedIFBench% of instructions 39.6%75.6%
Artificial AnalysisreportedLong-context reasoning (AA-LCR)% of questions 55.7%69.7%
Artificial AnalysisreportedTerminal-Bench Hard% of tasks 15.9%36.4%
Artificial AnalysisreportedΤ²-bench telecom% of tasks 36.5%65.5%
UGI LeaderboardreportedRequested-length error% off the requested word count 45.0%5.0%
UGI LeaderboardreportedStyle adherencescore from 0 to 1 0.320.36
UGI LeaderboardreportedWriting scorescore out of 100 42.343.1

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 R1 0528 better than Gemma 4 31B?

It depends on the task. Among models available today, on our benchmarks and licensed sources, Gemma 4 31B ranks higher for reasoning and knowledge and writing.

Which is cheaper, R1 0528 or Gemma 4 31B?

Gemma 4 31B costs $0.21 per million tokens (three input to one output), against $0.92 for R1 0528.

Run R1 0528 and Gemma 4 31B on your own prompt

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