DeepSWE
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
google/gemma-4-31b-it:freeContext window on the 2026-08-19 OpenRouter row: 262,144 tokens.
Max completion tokens on that row: 32,768.
Input / output on that row: $0 / $0 per 1M tokens.
Architecture fields: text+image+video->text · Gemma.
Hugging Face id on that row: google/gemma-4-31B-it.
Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output.
When you want the 2026-04-02 catalog SKU, not a later rename.
No independent board lists this exact SKU as of 2026-08-19.
Closest benchmarked sibling: Gemini 3.7 Flash, 65% ±2% Pass@1 at high on the DeepSWE official board. That is a score for the sibling, not for this SKU.
Boards checked: DeepSWE official (2026-08-13), Artificial Analysis Intelligence Index, vals.ai hero index. Every card that does carry a row is on the coding leaderboard.
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
No Intelligence Index integer fetched for this identity. Chip omitted.
We did not open a vals.ai card for this identity. Chip omitted.
google/gemma-4-31b-it:free. Use a different card on this hub when you need another lab SKU.Plus is $25/mo with $25 weekly hosted usage. The Mac app stays free with your own keys. Get Plus is not Download for Mac.
Official weights id on the 2026-08-19 OpenRouter row: google/gemma-4-31B-it. Community GGUF is a quant, not a second Continuum card.
This is the model repo, not Download for Mac. Downloads and likes from the Hugging Face API on 2026-08-19.
usedStorage and the sum of .safetensors sizes can differ (LFS pointers, non-shard files, duplicate copies). Cited separately. Source: recursive tree API, 2026-08-19.
| Path | Bytes |
|---|---|
model-00001-of-00002.safetensors | 49,784,788,364 |
model-00002-of-00002.safetensors | 12,761,549,884 |
tokenizer.json | 32,169,626 |
model.safetensors.index.json | 120,246 |
README.md | 27,963 |
chat_template.jinja | 18,683 |
config.json | 4,621 |
tokenizer_config.json | 3,082 |
.gitattributes | 1,708 |
processor_config.json | 1,689 |
generation_config.json | 208 |
.eval_results/mmmu_pro.yaml | 182 |
All 12 files the tree API returned are listed: every one of the 2 safetensor shards plus 10 other files. Files tab: https://huggingface.co/google/gemma-4-31B-it/tree/main.
OpenRouter slug google/gemma-4-31b-it:free on the 2026-08-19 catalog.
First party: https://ai.google.dev/gemini-api/docs/models.
Continuum hosts google/gemma-4-31b-it:free on the live public allowlist fetched 2026-08-19.
google/gemma-4-31b-it:free
click to select
We list first-party and OpenRouter, plus Continuum only when the live public allowlist named the id. This is not a 15-host routing table.
OpenRouter 2026-08-19: $0 in / $0 out per 1M tokens. Context 262,144 in / 32,768 out.
No separate internal-reasoning price on that row.
| Claim | Source | As of |
|---|---|---|
| OpenRouter id google/gemma-4-31b-it:free; context 262144; created 1775148486; $0 / $0 per 1M | OpenRouter /api/v1/models | 2026-08-19 |
| OpenRouter id google/gemma-4-31b-it:free, context 262,144 | OpenRouter /api/v1/models | 2026-08-19 |
| HF downloads 9,311,525 | Hugging Face API google/gemma-4-31B-it | 2026-08-19 |
| HF safetensors.total: 31,273,088,876 stored tensors; HF API usedStorage 174,974,072,605 bytes; created 2026-03-11T18:22:36.000Z; HF tensors BF16 | Hugging Face API google/gemma-4-31B-it | 2026-08-19 |
| 2 safetensor shards; shard bytes 62,546,338,248; tree files 12 | Hugging Face tree API google/gemma-4-31B-it | 2026-08-19 |
No other card in this cluster shares a published DeepSWE official row we can put next to this one. We will not compare on vendor-blog numbers.
Continue through Google's model family with Gemma 3 4B.
Lab posts pick a harness, an effort, a split, and sometimes a private eval set. DeepSWE publishes the official mini-swe-agent row with cost, tokens, and steps. Scale SWE-bench Pro only counts when the public shared-harness board has a row we can fetch. A higher lab number is usually a different test, not a better one.
Verified against the live public allowlist on 2026-08-19. Base URL is https://continuumcode.ai/v1. Keys are cont_sk_ from Settings, Account, Inference API. Personal keys need Plus or above.
curl https://continuumcode.ai/v1/chat/completions \
-H "Authorization: Bearer $CONTINUUM_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"google/gemma-4-31b-it:free","messages":[{"role":"user","content":"Review this diff."}]}'