Antigravity Agent vs GPT-5.4

At a Glance

Compare
Antigravity AgentGoogle DeepMind
GPT-5.4OpenAI
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5UnrankedNot in the 46-model eligible cohort#14 of 4672.8 score · 3/3 sources · complete
CostLower is better · Published-token output estimateUnrankedNot in the 44-model eligible cohort#36 of 44$0.274 per LiveBench case
EfficiencyHigher is better · MM Efficiency v1.5UnrankedNot in the 38-model eligible cohort#25 of 3850.1 score · 3/3 sources · complete
Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$2.50Openai · Sep 3, 2026
Output priceFrom · USD / 1M tokensNot reported$15.00Openai · Sep 3, 2026
Context windowMaximum documented tokens1,049K1,050K
Model facts checkedAug 29, 2026View model evidence →Sep 3, 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 AgentGPT-5.4
DeveloperGoogle DeepMindOpenAI
FamilyGemini AgentsGpt 5 4
ModelAntigravity AgentGPT-5.4
VersionAntigravity AgentGPT-5.4
Lifecyclepreviewactive
ReleasedUnknown2026-03-05
Knowledge cutoffUnknown2025-08-31
Input modalitiesText, ImageText, Image
Output modalitiesTextText
Context window1,049K1,050K
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessGoogle AI (Standard), Google Gemini (Standard)Openai (Standard), Openrouter (Standard)
Capabilitiesgeneration, reasoning, toolschat, generation, reasoning, structured_outputs, tools

Antigravity Agent Capabilities

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

GPT-5.4 Capabilities

chatgenerationreasoningstructured outputstools
Serving providers2
Canonical IDopenai/gpt-5.4

Primary Evidence

Sources and Freshness

Questions

Antigravity Agent vs GPT-5.4 FAQs

Is Antigravity Agent or GPT-5.4 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Antigravity Agent and GPT-5.4, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Antigravity Agent or GPT-5.4?+

Only GPT-5.4 has a directly sourced input price: $2.50 per million tokens. Only GPT-5.4 has a directly sourced output price: $15.00 per million tokens.

Which has a larger context window, Antigravity Agent or GPT-5.4?+

GPT-5.4 has the larger sourced context window. Antigravity Agent supports 1,049K and GPT-5.4 supports 1,050K.

Which performs better in benchmarks, Antigravity Agent or GPT-5.4?+

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

Can Antigravity Agent or GPT-5.4 be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Antigravity Agent is not marked open weight; GPT-5.4 is not marked open weight.

Can Antigravity Agent and GPT-5.4 understand images?+

Antigravity Agent is documented with image input; GPT-5.4 is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Antigravity Agent or GPT-5.4?+

GPT-5.4 has the larger sourced maximum output: Antigravity Agent supports 66K and GPT-5.4 supports 128K output tokens.

Do Antigravity Agent and GPT-5.4 support reasoning and tool use?+

Antigravity Agent: reasoning, tool calling, and image input. GPT-5.4: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Antigravity Agent or GPT-5.4?+

Antigravity Agent has 2 sourced provider routes; GPT-5.4 has 2, a tie.

Which offers better value, Antigravity Agent or GPT-5.4?+

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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