Seed 2.0 Lite vs Granite Embedding 311m Multilingual r2

At a Glance

Compare
Seed 2.0 LiteByteDance Seed
Pricing and Limits
Input priceFrom · USD / 1M tokens$0.25Openrouter · Sep 23, 2026Not reported
Output priceFrom · USD / 1M tokens$2.00Openrouter · Sep 23, 2026Not reported
Context windowMaximum documented tokensNot reported33K
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 →

Different Model RolesThese models do not share a sourced market category. Their primary-source facts remain comparable below, while performance claims require matched evidence.

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 2.0 Litegranite-embedding-311m-multilingual-r2
DeveloperByteDance SeedIBM
FamilySeed 2 0Granite Embedding 311m Multilingual R2
ModelSeed 2.0 Litegranite-embedding-311m-multilingual-r2
VersionSeed 2.0 Litegranite-embedding-311m-multilingual-r2
Lifecycleactiveactive
Released2026-02-142026-04-29
Knowledge cutoffUnknownUnknown
Input modalitiesText, Image, Video, AudioText
Output modalitiesTextEmbedding
Context windowUnknown33K
Total parametersUnknown311.7M
Active parametersUnknownUnknown
LicenseUnknownapache-2.0
Open weightsNoYes
API availableYesYes
Self-hostableNoYes
Provider accessOpenrouter (Standard)Hugging Face (Standard)
Capabilitiesagents, chat, generation, reasoning, structured_outputs, toolsembeddings

Seed 2.0 Lite Capabilities

agentschatgenerationreasoningstructured outputstools
Serving providers1
Canonical IDbytedance-seed/seed-2.0-lite

Granite Embedding 311m Multilingual r2 Capabilities

embeddings
Serving providers1
Canonical IDibm-granite/granite-embedding-311m-multilingual-r2

Primary Evidence

Sources and Freshness

Questions

Seed 2.0 Lite vs Granite Embedding 311m Multilingual r2 FAQs

Is Seed 2.0 Lite or Granite Embedding 311m Multilingual r2 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Seed 2.0 Lite and Granite Embedding 311m Multilingual r2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Seed 2.0 Lite or Granite Embedding 311m Multilingual r2?+

Only Seed 2.0 Lite has a directly sourced input price: $0.25 per million tokens. Only Seed 2.0 Lite has a directly sourced output price: $2.00 per million tokens.

Which has a larger context window, Seed 2.0 Lite or Granite Embedding 311m Multilingual r2?+

Neither model has a larger sourced context window in this comparison. Seed 2.0 Lite is — and Granite Embedding 311m Multilingual r2 is 33K.

Which performs better in benchmarks, Seed 2.0 Lite or Granite Embedding 311m Multilingual r2?+

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

Can Seed 2.0 Lite or Granite Embedding 311m Multilingual r2 be self-hosted?+

Granite Embedding 311m Multilingual r2 is the only model in this pair currently marked as self-hostable. Seed 2.0 Lite is not marked open weight; Granite Embedding 311m Multilingual r2 is open weight.

Can Seed 2.0 Lite and Granite Embedding 311m Multilingual r2 understand images?+

Seed 2.0 Lite is documented with image input; Granite Embedding 311m Multilingual r2 is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Seed 2.0 Lite or Granite Embedding 311m Multilingual r2?+

Neither has a larger sourced maximum output. Seed 2.0 Lite is — and Granite Embedding 311m Multilingual r2 is —.

Do Seed 2.0 Lite and Granite Embedding 311m Multilingual r2 support reasoning and tool use?+

Seed 2.0 Lite: reasoning, tool calling, and image input. Granite Embedding 311m Multilingual r2: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Seed 2.0 Lite or Granite Embedding 311m Multilingual r2?+

Seed 2.0 Lite has 1 sourced provider route; Granite Embedding 311m Multilingual r2 has 1, a tie.

Which offers better value, Seed 2.0 Lite or Granite Embedding 311m Multilingual r2?+

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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