Gemini Deep Research vs Sonar

At a Glance

Compare
Gemini Deep ResearchGoogle DeepMind
SonarPerplexity
Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$1.00Openrouter · Sep 22, 2026
Output priceFrom · USD / 1M tokensNot reported$1.00Openrouter · Sep 22, 2026
Context windowMaximum documented tokens1,049K128K
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

FieldGemini Deep ResearchSonar
DeveloperGoogle DeepMindPerplexity
FamilyGemini AgentsSonar
ModelGemini Deep ResearchSonar
VersionGemini Deep ResearchSonar
Lifecyclepreviewactive
ReleasedUnknownUnknown
Knowledge cutoffUnknownUnknown
Input modalitiesText, Image, Video, Audio, DocumentText
Output modalitiesText, ImageText
Context window1,049K128K
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessGoogle AI (Standard), Google Gemini (Standard)Openrouter (Standard), Perplexity (Standard)
Capabilitiesgeneration, reasoning, research, toolschat, citations, search

Gemini Deep Research Capabilities

generationreasoningresearchtools
Serving providers2
Canonical IDgoogle-deepmind/deep-research-preview-04-2026

Sonar Capabilities

chatcitationssearch
Serving providers2
Canonical IDperplexity/sonar

Primary Evidence

Sources and Freshness

Questions

Gemini Deep Research vs Sonar FAQs

Is Gemini Deep Research or Sonar better for coding?+

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

Which is cheaper, Gemini Deep Research or Sonar?+

Only Sonar has a directly sourced input price: $1.00 per million tokens. Only Sonar has a directly sourced output price: $1.00 per million tokens.

Which has a larger context window, Gemini Deep Research or Sonar?+

Gemini Deep Research has the larger sourced context window. Gemini Deep Research supports 1,049K and Sonar supports 128K.

Which performs better in benchmarks, Gemini Deep Research or Sonar?+

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

Can Gemini Deep Research or Sonar be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Gemini Deep Research is not marked open weight; Sonar is not marked open weight.

Can Gemini Deep Research and Sonar understand images?+

Gemini Deep Research is documented with image input; Sonar is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Gemini Deep Research or Sonar?+

Neither has a larger sourced maximum output. Gemini Deep Research is 66K and Sonar is —.

Do Gemini Deep Research and Sonar support reasoning and tool use?+

Gemini Deep Research: reasoning, tool calling, and image input. Sonar: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Gemini Deep Research or Sonar?+

Gemini Deep Research has 2 sourced provider routes; Sonar has 2, a tie.

Which offers better value, Gemini Deep Research or Sonar?+

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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