Skip to content
ModelCap

Head-to-head comparison

datagemma rag 27b it vs Gemini 3.1 Pro Preview

datagemma rag 27b it (Google) and Gemini 3.1 Pro Preview (Google) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 22 September 2026

As of 22 September 2026, Gemini 3.1 Pro Preview holds the stronger ModelCap Index position (#14 vs #193).

Which should you choose?

Choose datagemma rag 27b it if…

  • ModelCap publishes no field on which datagemma rag 27b it leads Gemini 3.1 Pro Preview for this pair.

Choose Gemini 3.1 Pro Preview if…

  • you want the stronger overall ModelCap Index position — #14 against #193 (79.7 vs 17.4 points).
  • you want provider choice — 2 listed API providers against 0.
  • you want the more recently listed model — Gemini 3.1 Pro Preview was listed 19 February 2026, datagemma rag 27b it 26 August 2024.

datagemma rag 27b it vs Gemini 3.1 Pro Preview: specs, pricing and context

Specification comparison of datagemma rag 27b it and Gemini 3.1 Pro Preview
Fielddatagemma rag 27b itGoogleGemini 3.1 Pro PreviewGoogle
ModelCap Index position#193#14
Index score17.479.7
EvidenceInheritedMeasured
Input price / 1M tokensUnlisted$2.00
Output price / 1M tokensUnlisted$12.00
Context window— tokens1M tokens
Max output tokens—66K
API providers listed02
Weight accessGated accessAPI only
Input modalitiesTextAudio, File, Image, Text, Video
First listed26 August 202419 February 2026
PublisherGoogleGoogle

Evidence: finetune of google/gemma-2-27b-it · finetune (100%) · 4 public benchmark observations across 4 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: datagemma rag 27b it vs Gemini 3.1 Pro Preview

Public benchmark boards where datagemma rag 27b it or Gemini 3.1 Pro Preview has a published result
Boarddatagemma rag 27b itGemini 3.1 Pro PreviewLeads
Arena codingArena (LMArena)—15201515–1525Only one result
LMArena AgentLMArena—-5.8%-6.6%–-5.0%Only one result
AA Intelligence IndexArtificial Analysis—29.7intelligence-index:v4.3:reasoning-unspecifiedOnly one result
AA τ²-Bench TelecomArtificial Analysis—95.6%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="Gemini 3.1 Pro Preview":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis—47.0%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Gemini 3.1 Pro Preview":reasoning=trueOnly one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

datagemma rag 27b it vs Gemini 3.1 Pro Preview: common questions

Is datagemma rag 27b it better than Gemini 3.1 Pro Preview?

Gemini 3.1 Pro Preview ranks higher on the ModelCap Index as of 22 September 2026: #14 against #193. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it. Their published uncertainty intervals do not overlap, but the aggregate Index does not predict performance on every task; compare the relevant benchmark configurations before choosing.

Is datagemma rag 27b it cheaper than Gemini 3.1 Pro Preview?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, datagemma rag 27b it or Gemini 3.1 Pro Preview?

Both publish a —-token context window.

Which is better for coding, datagemma rag 27b it or Gemini 3.1 Pro Preview?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are datagemma rag 27b it and Gemini 3.1 Pro Preview open-weight models?

datagemma rag 27b it: Gated access. Gemini 3.1 Pro Preview: API only. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run datagemma rag 27b it and Gemini 3.1 Pro Preview?

ModelCap currently lists 0 API providers for datagemma rag 27b it and 2 for Gemini 3.1 Pro Preview, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this datagemma rag 27b it vs Gemini 3.1 Pro Preview comparison?

Every figure comes from the sealed ModelCap dataset published 22 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

Explore further