DeepSWE
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
gpt-6.1-solcodex -m gpt-6.1-sol. Continuum also serves it on the hosted lane. See Codex models.The API id is gpt-6.1-sol. Continuum uses the bare id at the gateway and continuum/gpt-6.1-sol in cross-provider pickers.
The input context is 1,050,000 tokens and maximum output is 128,000 tokens. Input is text and images; output is text.
Reasoning effort on the API is low, medium, high, xhigh, or max, with medium as the default. Continuum exposes low through max.
OpenAI positions it as an upgrade to GPT-6 Sol with near-Astra intelligence on agentic coding, computer use, and professional work.
Use GPT-6.1 Sol for multi-step coding and agent work on the OpenAI side when GPT-6 Astra would cost more than the task needs. It keeps Sol’s $2/$10 rate card with cache reads halved to $0.10.
No independent board lists this exact SKU as of 2026-08-19.
Closest benchmarked sibling: GPT-5.6 Sol, 73% ±3% Pass@1 at max 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.
Get Plus to use the Continuum-hosted GPT-6.1 Sol rail. Not a Mac download.
OpenAI does not publish GPT-6.1 Sol weights. No HF Files button. Get Plus is hosted inference.
Lab card and OpenRouter listing only. No Hugging Face Files button, because there is no official repo to point at.
Fetched OpenRouter catalog on 2026-08-19. hugging_face_id was empty.
Continuum hosts gpt-6.1-sol on the hosted lane, and it is available through your own Codex subscription (Codex CLI 0.159.2 or later on a ChatGPT account).
gpt-6.1-sol
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.
Official pricing per million tokens: $2 input, $10 output, $0.10 cached input, and $2.50 cache write.
| Claim | Source | As of |
|---|---|---|
| API id, $2 / $0.10 cached / $2.50 cache write / $10 out, 1.05M context, 128K output | OpenRouter GPT-6.1 Sol | 2026-09-30 |
| 272K request-wide surcharge at 2x input/cache and 1.5x output, effort levels, modalities | OpenAI GPT-6.1 Sol model page | 2026-09-30 |
| No base OpenRouter slug on the 2026-08-19 catalog; Hugging Face unlisted | OpenRouter /api/v1/models | 2026-08-19 |
Same official DeepSWE harness (mini-swe-agent, public 113 tasks), fetched 2026-08-19. Different effort labels are the lab's own setting on that board, shown here rather than normalized.
Continue through OpenAI's model family with GPT-6 Sol.
No. They are separate ids with separate cache prices. gpt-6.1-sol and gpt-6-sol are both listed, and the bare sol shorthand on this site still means GPT-5.6 Sol.
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":"gpt-6.1-sol","messages":[{"role":"user","content":"Review this diff."}]}'