Antigravity Agent vs Gemini 3.1 Pro

At a Glance

Compare
Antigravity AgentGoogle DeepMind
Gemini 3.1 ProGoogle DeepMind
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5UnrankedNot in the 46-model eligible cohort#9 of 4679.7 score · 3/3 sources · complete
CostLower is better · Published-token output estimateUnrankedNot in the 44-model eligible cohort#27 of 44$0.161 per LiveBench case
EfficiencyHigher is better · MM Efficiency v1.5UnrankedNot in the 38-model eligible cohort#9 of 3859.2 score · 3/3 sources · complete
Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$2.00Google AI · Aug 29, 2026
Output priceFrom · USD / 1M tokensNot reported$12.00Google AI · Aug 29, 2026
Context windowMaximum documented tokens1,049K1,049K
Model facts checkedAug 29, 2026View model evidence →Aug 29, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Available Benchmarks

All benchmark results →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

FieldAntigravity AgentGemini 3.1 Pro
DeveloperGoogle DeepMindGoogle DeepMind
FamilyGemini AgentsGemini 3
ModelAntigravity AgentGemini 3.1 Pro
VersionAntigravity AgentGemini 3.1 Pro
Lifecyclepreviewpreview
ReleasedUnknownUnknown
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText, Image, Video, Audio, Document
Output modalitiesTextText
Context window1,049K1,049K
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessGoogle AI (Standard), Google Gemini (Standard)Google AI (Standard), Google Gemini (Standard)
Capabilitiesgeneration, reasoning, toolschat, generation, reasoning, tools

Antigravity Agent Capabilities

generationreasoningtools
Serving providers2
Canonical IDgoogle-deepmind/antigravity-preview-05-2026

Gemini 3.1 Pro Capabilities

chatgenerationreasoningtools
Serving providers2
Canonical IDgoogle-deepmind/gemini-3.1-pro-preview

Primary Evidence

Sources and Freshness

Questions

Antigravity Agent vs Gemini 3.1 Pro FAQs

Is Antigravity Agent or Gemini 3.1 Pro better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Antigravity Agent and Gemini 3.1 Pro, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Antigravity Agent or Gemini 3.1 Pro?+

Only Gemini 3.1 Pro has a directly sourced input price: $2.00 per million tokens. Only Gemini 3.1 Pro has a directly sourced output price: $12.00 per million tokens.

Which has a larger context window, Antigravity Agent or Gemini 3.1 Pro?+

Neither model has a larger sourced context window in this comparison. Antigravity Agent is 1,049K and Gemini 3.1 Pro is 1,049K.

Which performs better in benchmarks, Antigravity Agent or Gemini 3.1 Pro?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Antigravity Agent or Gemini 3.1 Pro be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Antigravity Agent is not marked open weight; Gemini 3.1 Pro is not marked open weight.

Can Antigravity Agent and Gemini 3.1 Pro understand images?+

Antigravity Agent is documented with image input; Gemini 3.1 Pro is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Antigravity Agent or Gemini 3.1 Pro?+

Neither has a larger sourced maximum output. Antigravity Agent is 66K and Gemini 3.1 Pro is 66K.

Do Antigravity Agent and Gemini 3.1 Pro support reasoning and tool use?+

Antigravity Agent: reasoning, tool calling, and image input. Gemini 3.1 Pro: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Antigravity Agent or Gemini 3.1 Pro?+

Antigravity Agent has 2 sourced provider routes; Gemini 3.1 Pro has 2, a tie.

Which offers better value, Antigravity Agent or Gemini 3.1 Pro?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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