Seed 1.8 vs Stable Diffusion 3.5 Medium

At a Glance

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Seed 1.8ByteDance Seed
Pricing and Limits
Context windowMaximum documented tokensNot reported0K
Model facts checkedSep 3, 2026View model evidence →Aug 28, 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 1.8stable-diffusion-3.5-medium
DeveloperByteDance SeedStability AI
FamilySeed 1 8Stable Diffusion 3 5 Medium
ModelSeed 1.8stable-diffusion-3.5-medium
VersionSeed 1.8stable-diffusion-3.5-medium
Lifecycleactiveactive
ReleasedUnknown2024-10-29
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText
Output modalitiesTextImage
Context windowUnknown0K
Total parametersUnknown2.5B
Active parametersUnknownUnknown
LicenseUnknownother
Open weightsNoYes
API availableYesYes
Self-hostableNoYes
Provider accessUnknownHugging Face (Standard), Stability AI (Pay as you go)
Capabilitieschat, generation, reasoning, toolsgeneration

Seed 1.8 Capabilities

chatgenerationreasoningtools
Serving providers0
Canonical IDbytedance-seed/seed-1.8

Stable Diffusion 3.5 Medium Capabilities

generation
Serving providers2
Canonical IDstabilityai/stable-diffusion-3.5-medium

Primary Evidence

Sources and Freshness

Questions

Seed 1.8 vs Stable Diffusion 3.5 Medium FAQs

Is Seed 1.8 or Stable Diffusion 3.5 Medium better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Seed 1.8 and Stable Diffusion 3.5 Medium, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Seed 1.8 or Stable Diffusion 3.5 Medium?+

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 Stable Diffusion 3.5 Medium?+

Neither model has a larger sourced context window in this comparison. Seed 1.8 is — and Stable Diffusion 3.5 Medium is 0K.

Which performs better in benchmarks, Seed 1.8 or Stable Diffusion 3.5 Medium?+

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 Stable Diffusion 3.5 Medium be self-hosted?+

Stable Diffusion 3.5 Medium is the only model in this pair currently marked as self-hostable. Seed 1.8 is not marked open weight; Stable Diffusion 3.5 Medium is open weight.

Can Seed 1.8 and Stable Diffusion 3.5 Medium understand images?+

Seed 1.8 is documented with image input; Stable Diffusion 3.5 Medium is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Seed 1.8 or Stable Diffusion 3.5 Medium?+

Neither has a larger sourced maximum output. Seed 1.8 is — and Stable Diffusion 3.5 Medium is —.

Do Seed 1.8 and Stable Diffusion 3.5 Medium support reasoning and tool use?+

Seed 1.8: reasoning, tool calling, and image input. Stable Diffusion 3.5 Medium: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Seed 1.8 or Stable Diffusion 3.5 Medium?+

Seed 1.8 has 0 sourced provider routes; Stable Diffusion 3.5 Medium has 2, so Stable Diffusion 3.5 Medium has broader tracked availability.

Which offers better value, Seed 1.8 or Stable Diffusion 3.5 Medium?+

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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