Seed 2.1 Pro vs Granite Embedding 30m English
At a Glance
| Compare | Seed 2.1 ProByteDance Seed | |
|---|---|---|
| Pricing and Limits | ||
| Context windowMaximum documented tokens | Not reported | 1K |
| Model facts checked | Sep 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
Side-by-Side Facts
| Field | Seed 2.1 Pro | granite-embedding-30m-english |
|---|---|---|
| Developer | ByteDance Seed | IBM |
| Family | Seed 2 1 | Granite Embedding 30m English |
| Model | Seed 2.1 Pro | granite-embedding-30m-english |
| Version | Seed 2.1 Pro | granite-embedding-30m-english |
| Lifecycle | active | active |
| Released | 2026-06-23 | 2025-08-29 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image, Video | Text |
| Output modalities | Text | Embedding |
| Context window | Unknown | 1K |
| Total parameters | Unknown | 30.3M |
| Active parameters | Unknown | Unknown |
| License | Unknown | apache-2.0 |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Unknown | Hugging Face (Standard) |
| Capabilities | agents, chat, computer-use, generation, reasoning, structured_outputs, tools | embeddings |
Seed 2.1 Pro Capabilities
Granite Embedding 30m English Capabilities
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Primary Evidence
Sources and Freshness
Questions
Seed 2.1 Pro vs Granite Embedding 30m English FAQs
Is Seed 2.1 Pro or Granite Embedding 30m English better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Seed 2.1 Pro and Granite Embedding 30m English, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Seed 2.1 Pro or Granite Embedding 30m English?+
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 2.1 Pro or Granite Embedding 30m English?+
Neither model has a larger sourced context window in this comparison. Seed 2.1 Pro is — and Granite Embedding 30m English is 1K.
Which performs better in benchmarks, Seed 2.1 Pro or Granite Embedding 30m English?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Seed 2.1 Pro or Granite Embedding 30m English be self-hosted?+
Granite Embedding 30m English is the only model in this pair currently marked as self-hostable. Seed 2.1 Pro is not marked open weight; Granite Embedding 30m English is open weight.
Can Seed 2.1 Pro and Granite Embedding 30m English understand images?+
Seed 2.1 Pro is documented with image input; Granite Embedding 30m English is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Seed 2.1 Pro or Granite Embedding 30m English?+
Neither has a larger sourced maximum output. Seed 2.1 Pro is — and Granite Embedding 30m English is —.
Do Seed 2.1 Pro and Granite Embedding 30m English support reasoning and tool use?+
Seed 2.1 Pro: reasoning, tool calling, and image input. Granite Embedding 30m English: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, Seed 2.1 Pro or Granite Embedding 30m English?+
Seed 2.1 Pro has 0 sourced provider routes; Granite Embedding 30m English has 1, so Granite Embedding 30m English has broader tracked availability.
Which offers better value, Seed 2.1 Pro or Granite Embedding 30m English?+
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.