DeepSWE
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
Not listed as a Continuum hosted id. Apache-2.0 on the official repo. OpenRouter catalog created unix 1779985069 (28 May 2026). 262,144 in / 256,000 out; text + image + video in, text out. Hugging Face id stepfun-ai/Step-3.7-Flash.
HF config.json (fetched 19 Aug 2026): Step3p7ForConditionalGeneration. Text stack Step3p5ForCausalLM, 45 layers, hidden 4096, 262,144 positions. Vision config present.
Use Step 3.7 Flash when you want this official open checkpoint. AA Intelligence Index 31. We do not invent a DeepSWE percent.
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
We did not open a vals.ai card for this identity. Chip omitted.
vals 404 as of 19 Aug 2026. Chip omitted.
Ranked view: Best coding models: the independent leaderboard puts this row and every other card that carries an independent coding score on one board, with the confidence intervals left visible.
Copied from AA or vals HTML we opened. 0.0% placeholder bars are omitted. Do not average these into the hero tiles, and do not invent CI, $/task, or steps for Artificial Analysis.
| Bench | Printed | Note | Source | URL | As of |
|---|---|---|---|---|---|
| AA list pair | $0.20 / $1.15 per 1M | Printed AA pricing sentence. Matches the OpenRouter catalog pair. | Artificial Analysis Step 3.7 Flash | source | 2026-08-19 |
| AA throughput | 111.5 tok/s | Printed Speed row. Not a coding score. | Artificial Analysis Step 3.7 Flash | source | 2026-08-19 |
| AA Index eval cost | $319.97 | Printed “it cost $319.97 to evaluate Step 3.7 Flash on the Intelligence Index.” | Artificial Analysis Step 3.7 Flash | source | 2026-08-19 |
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.
Community quants: Community quants are community.
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.safetensors | 924,094,096 |
model-00002.safetensors | 9,808,156,008 |
model-00003.safetensors | 18,557,475,928 |
model-00004.safetensors | 18,624,846,944 |
model-00005.safetensors | 18,557,475,928 |
model-00006.safetensors | 18,624,846,976 |
model-00007.safetensors | 18,557,475,968 |
model-00008.safetensors | 18,624,846,976 |
model-00009.safetensors | 18,557,475,968 |
model-00010.safetensors | 18,624,846,976 |
model-00011.safetensors | 18,557,475,968 |
model-00012.safetensors | 18,624,846,976 |
Showing the first 12 of 26 safetensor shards. The tree also holds 13 non-shard files, none of them listed here. The snapshot was capped at 12 shards when the tree API was read on 2026-08-19, so the remaining 14 are on the Files tab, not on this page. Totals above are the full tree API sum, not this slice. Byte sizes are Hub tree API size fields, never invented.
Not listed as a Continuum hosted id. OpenRouter stepfun/step-3.7-flash.
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 catalog 19 Aug 2026: $0.20 / $1.15 per million, cache read $0.04 /M, 262,144 / 256,000, created 1779985069. No DeepSWE $/task.
Artificial Analysis Step 3.7 Flash page (19 Aug 2026) prints the same $0.20 / $1.15 pair, 111.5 tok/s, and “it cost $319.97 to evaluate Step 3.7 Flash on the Intelligence Index.”
Artificial Analysis Intelligence Index 31, fetched 19 Aug 2026. Same page prints $0.20 / $1.15, 111.5 tok/s, and $319.97 to run the Index. The AA tile is the published integer 31. AA did not print a DeepSWE-style CI or step count we will copy onto the chip.
| Claim | Source | As of |
|---|---|---|
| OR catalog $0.20 / $1.15, cache read $0.04/M, 262,144 / 256,000, created 1779985069, hugging_face_id stepfun-ai/Step-3.7-Flash | OpenRouter catalog | 2026-08-19 |
| 857B week tokens (−30% WoW), #17 This Week | OpenRouter rankings This Week | 2026-08-19 |
| HF safetensors.total 201,365,316,160; usedStorage 402,731,781,945; 26 safetensor files; likes 442; downloads 105,874; created 2026-05-23T02:13:46Z; Apache-2.0 | Hugging Face API stepfun-ai/Step-3.7-Flash | 2026-08-19 |
| AA Index 31; $0.20 / $1.15; 111.5 tok/s; $319.97 to evaluate Index | Artificial Analysis Step 3.7 Flash | 2026-08-19 |
| vals 404 | vals.ai Step 3.7 Flash | 2026-08-19 |
| OpenRouter id stepfun/step-3.7-flash, context 262,144 | OpenRouter /api/v1/models | 2026-08-19 |
| HF downloads 105,874 | Hugging Face API stepfun-ai/Step-3.7-Flash | 2026-08-19 |
| 26 safetensor shards; shard bytes 402,730,833,632; tree files 39 | Hugging Face tree API stepfun-ai/Step-3.7-Flash | 2026-08-19 |
| Spaces API returned 27; official collection Step-3.7-Flash (4 items, 17 upvotes) | Hugging Face Spaces / collections API | 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 StepFun's model family with Step 3.5 Flash.
The official DeepSWE board updated 13 Aug 2026 did not list Step 3.7 Flash. Omitting is the rule.
No. Week tokens measure routing volume. AA 31 is the quality tile we will name.
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.
No Continuum hosted id is verified for this model, so this page does not invent a curl target. Use the first-party API or the OpenRouter slug stepfun/step-3.7-flash.