Seed 1.8 vs Gemini Deep Research

At a Glance

Compare
Seed 1.8ByteDance Seed
Gemini Deep ResearchGoogle DeepMind
Pricing and Limits
Context windowMaximum documented tokensNot reported1,049K
Model facts checkedSep 3, 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

FieldSeed 1.8Gemini Deep Research
DeveloperByteDance SeedGoogle DeepMind
FamilySeed 1 8Gemini Agents
ModelSeed 1.8Gemini Deep Research
VersionSeed 1.8Gemini Deep Research
Lifecycleactivepreview
ReleasedUnknownUnknown
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText, Image, Video, Audio, Document
Output modalitiesTextText, Image
Context windowUnknown1,049K
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessUnknownGoogle AI (Standard), Google Gemini (Standard)
Capabilitieschat, generation, reasoning, toolsgeneration, reasoning, research, tools

Seed 1.8 Capabilities

chatgenerationreasoningtools
Serving providers0
Canonical IDbytedance-seed/seed-1.8

Gemini Deep Research Capabilities

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

Primary Evidence

Sources and Freshness

Questions

Seed 1.8 vs Gemini Deep Research FAQs

Is Seed 1.8 or Gemini Deep Research better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Seed 1.8 and Gemini Deep Research, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Seed 1.8 or Gemini Deep Research?+

Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.

Which has a larger context window, Seed 1.8 or Gemini Deep Research?+

Neither model has a larger sourced context window in this comparison. Seed 1.8 is — and Gemini Deep Research is 1,049K.

Which performs better in benchmarks, Seed 1.8 or Gemini Deep Research?+

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

Can Seed 1.8 or Gemini Deep Research be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Seed 1.8 is not marked open weight; Gemini Deep Research is not marked open weight.

Can Seed 1.8 and Gemini Deep Research understand images?+

Seed 1.8 is documented with image input; Gemini Deep Research is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Seed 1.8 or Gemini Deep Research?+

Neither has a larger sourced maximum output. Seed 1.8 is — and Gemini Deep Research is 66K.

Do Seed 1.8 and Gemini Deep Research support reasoning and tool use?+

Seed 1.8: reasoning, tool calling, and image input. Gemini Deep Research: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Seed 1.8 or Gemini Deep Research?+

Seed 1.8 has 0 sourced provider routes; Gemini Deep Research has 2, so Gemini Deep Research has broader tracked availability.

Which offers better value, Seed 1.8 or Gemini Deep Research?+

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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