$ diff embeddinggemma-2 inkling
EmbeddingGemma 2 vs Inkling
Values come from EmbeddingGemma 2 and Inkling, where each is cited to its source. This page states no benchmark result and ranks neither model — it puts two published specifications next to each other. Where a lab has not published a figure, the row says so rather than guessing.
Google DeepMindEmbeddingGemma 2
- context
- 8K
- weights
- open
- $/M in
- —
- $/M out
- —
- context
- 1M
- weights
- open
- $/M in
- —
- $/M out
- —
What actually differs
- Context window
- Inkling takes 1M against 8K — 125× more room in a single request.
- Weights
- Both publish weights — EmbeddingGemma 2 under Apache 2.0, Inkling under Apache 2.0 (open-weight). Check the licences rather than assuming they permit the same commercial use.
- Recency
- EmbeddingGemma 2 shipped 83 days after Inkling (2026-10-06 vs 2026-07-15).
Full spec
| Attribute | EmbeddingGemma 2 | Inkling |
|---|---|---|
| Developer | Google DeepMind | Thinking Machines |
| Released | 2026-10-06 | 2026-07-15 |
| Context window | 8K tokens | 1M |
| Pricing | not recorded | not recorded |
| License | Apache 2.0 | Apache 2.0 (open-weight) |
| Availability | Weights on Hugging Face and Kaggle; local inference | Hugging Face (BF16 and NVFP4), Tinker (fine-tuning), SGLang, vLLM, llama.cpp, Unsloth |