LLM7 model guide
Compare active chat alternatives to ByteDance/Seed-2.0-mini, including capabilities, context, pricing, and API changes.
The original model is retired. Ranking uses shared reported capabilities and modalities, then the closest known context window, then model ID. Unknown context differences sort last. Similar metadata does not establish equivalent output quality.
Matching features: Long context, JSON mode, Streaming, text input, text output.
Original features not confirmed on this alternative: None. Missing reports are unknown, not confirmed losses.
Context: 250000 → 250000 tokens (+0).
Change the request model ID from ByteDance/Seed-2.0-mini to seed-2.0-mini.
Original interfaces: POST /v1/chat/completions. Alternative interfaces: POST /v1/chat/completions. The published API interfaces are unchanged.
Matching features: Long context, JSON mode, Streaming, text input, text output.
Original features not confirmed on this alternative: None. Missing reports are unknown, not confirmed losses.
Context: 250000 → 256000 tokens (+6000).
Change the request model ID from ByteDance/Seed-2.0-mini to gemini-3.1-flash-lite.
Original interfaces: POST /v1/chat/completions. Alternative interfaces: POST /v1/chat/completions. The published API interfaces are unchanged.
Matching features: Long context, JSON mode, Streaming, text input, text output.
Original features not confirmed on this alternative: None. Missing reports are unknown, not confirmed losses.
Context: 250000 → 256000 tokens (+6000).
Change the request model ID from ByteDance/Seed-2.0-mini to kimi-k2.7-code.
Original interfaces: POST /v1/chat/completions. Alternative interfaces: POST /v1/chat/completions. The published API interfaces are unchanged.
Matching features: Long context, JSON mode, Streaming, text input, text output.
Original features not confirmed on this alternative: None. Missing reports are unknown, not confirmed losses.
Context: 250000 → 262000 tokens (+12000).
Change the request model ID from ByteDance/Seed-2.0-mini to gemma4:31b.
Original interfaces: POST /v1/chat/completions. Alternative interfaces: POST /v1/chat/completions. The published API interfaces are unchanged.
Matching features: Long context, JSON mode, Streaming, text input, text output.
Original features not confirmed on this alternative: None. Missing reports are unknown, not confirmed losses.
Context: 250000 → 262000 tokens (+12000).
Change the request model ID from ByteDance/Seed-2.0-mini to kimi-k2.6.
Original interfaces: POST /v1/chat/completions. Alternative interfaces: POST /v1/chat/completions. The published API interfaces are unchanged.
Matching features: Long context, JSON mode, Streaming, text input, text output.
Original features not confirmed on this alternative: None. Missing reports are unknown, not confirmed losses.
Context: 250000 → 128000 tokens (-122000).
Change the request model ID from ByteDance/Seed-2.0-mini to gpt-oss:20b.
Original interfaces: POST /v1/chat/completions. Alternative interfaces: POST /v1/chat/completions. The published API interfaces are unchanged.