DeepSWE
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
Context window on the 2026-08-19 OpenRouter row: 202,752 tokens.
Max completion tokens on that row: 16,384.
Input / output on that row: $0.06 / $0.40 per 1M tokens.
Architecture fields: text->text · Other.
Hugging Face id on that row: zai-org/GLM-4.7-Flash.
As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency.
When you want the 2026-01-19 catalog SKU, not a later rename.
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.
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 |
|---|---|---|---|---|---|
| SciCode | 33.7% | Printed on the AA Intelligence Evaluations grid for GLM-4.7-Flash (Reasoning). Not a DeepSWE chip. | Artificial Analysis GLM-4.7-Flash | source | 2026-08-19 |
| Humanity's Last Exam | 7.6% | Printed on the AA Intelligence Evaluations grid for GLM-4.7-Flash (Reasoning). Not a DeepSWE chip. | Artificial Analysis GLM-4.7-Flash | source | 2026-08-19 |
| GPQA Diamond | 58.1% | Printed on the AA Intelligence Evaluations grid for GLM-4.7-Flash (Reasoning). Not a DeepSWE chip. | Artificial Analysis GLM-4.7-Flash | source | 2026-08-19 |
| CritPt | 0.3% | Printed on the AA Intelligence Evaluations grid for GLM-4.7-Flash (Reasoning). Not a DeepSWE chip. | Artificial Analysis GLM-4.7-Flash | source | 2026-08-19 |
| AA-Omniscience Accuracy | 16.2% | Printed on the AA Intelligence Evaluations grid for GLM-4.7-Flash (Reasoning). Not a DeepSWE chip. | Artificial Analysis GLM-4.7-Flash | source | 2026-08-19 |
| AA-LCR | 40.7% | Printed on the AA Intelligence Evaluations grid for GLM-4.7-Flash (Reasoning). Not a DeepSWE chip. | Artificial Analysis GLM-4.7-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.
Official weights id on the 2026-08-19 OpenRouter row: zai-org/GLM-4.7-Flash. 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-00048.safetensors | 1,438,134,344 |
model-00002-of-00048.safetensors | 1,270,648,128 |
model-00003-of-00048.safetensors | 1,270,648,128 |
model-00004-of-00048.safetensors | 1,270,648,128 |
model-00005-of-00048.safetensors | 1,270,648,128 |
model-00006-of-00048.safetensors | 1,270,648,128 |
model-00007-of-00048.safetensors | 1,270,648,128 |
model-00008-of-00048.safetensors | 1,270,648,128 |
model-00009-of-00048.safetensors | 1,270,648,128 |
model-00010-of-00048.safetensors | 1,270,648,128 |
model-00011-of-00048.safetensors | 1,270,648,328 |
model-00012-of-00048.safetensors | 1,270,648,328 |
model-00013-of-00048.safetensors | 1,270,648,328 |
model-00014-of-00048.safetensors | 1,270,648,328 |
model-00015-of-00048.safetensors | 1,270,648,328 |
model-00016-of-00048.safetensors | 1,270,648,328 |
model-00017-of-00048.safetensors | 1,270,648,328 |
model-00018-of-00048.safetensors | 1,270,648,328 |
model-00019-of-00048.safetensors | 1,270,648,328 |
model-00020-of-00048.safetensors | 1,270,648,328 |
model-00021-of-00048.safetensors | 1,270,648,328 |
model-00022-of-00048.safetensors | 1,270,648,328 |
model-00023-of-00048.safetensors | 1,270,648,328 |
model-00024-of-00048.safetensors | 1,270,648,328 |
model-00025-of-00048.safetensors | 1,270,648,328 |
model-00026-of-00048.safetensors | 1,270,648,328 |
model-00027-of-00048.safetensors | 1,270,648,328 |
model-00028-of-00048.safetensors | 1,270,648,328 |
model-00029-of-00048.safetensors | 1,270,648,328 |
model-00030-of-00048.safetensors | 1,270,648,328 |
model-00031-of-00048.safetensors | 1,270,648,328 |
model-00032-of-00048.safetensors | 1,270,648,328 |
model-00033-of-00048.safetensors | 1,270,648,328 |
model-00034-of-00048.safetensors | 1,270,648,328 |
model-00035-of-00048.safetensors | 1,270,648,328 |
model-00036-of-00048.safetensors | 1,270,648,328 |
model-00037-of-00048.safetensors | 1,270,648,328 |
model-00038-of-00048.safetensors | 1,270,648,328 |
model-00039-of-00048.safetensors | 1,270,648,328 |
model-00040-of-00048.safetensors | 1,270,648,328 |
model-00041-of-00048.safetensors | 1,270,648,328 |
model-00042-of-00048.safetensors | 1,270,648,328 |
model-00043-of-00048.safetensors | 1,270,648,328 |
model-00044-of-00048.safetensors | 1,270,648,328 |
model-00045-of-00048.safetensors | 1,270,648,328 |
model-00046-of-00048.safetensors | 1,270,648,328 |
model-00047-of-00048.safetensors | 2,539,429,936 |
model-00048-of-00048.safetensors | 1,287,438,264 |
tokenizer.json | 20,217,442 |
model.safetensors.index.json | 871,830 |
README.md | 8,174 |
tokenizer_config.json | 7,226 |
chat_template.jinja | 3,120 |
.gitattributes | 1,570 |
config.json | 1,070 |
.eval_results/gpqa.yaml | 197 |
.eval_results/hle.yaml | 186 |
generation_config.json | 181 |
All 58 files the tree API returned are listed: every one of the 48 safetensor shards plus 10 other files. Files tab: https://huggingface.co/zai-org/GLM-4.7-Flash/tree/main.
OpenRouter slug z-ai/glm-4.7-flash on the 2026-08-19 catalog.
First party: https://docs.z.ai/.
Not on the Continuum host list fetched 2026-08-19.
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: $0.06 in / $0.40 out per 1M tokens. Context 202,752 in / 16,384 out.
No separate internal-reasoning price on that row.
| Claim | Source | As of |
|---|---|---|
| OpenRouter id z-ai/glm-4.7-flash; context 202752; created 1768833913; $0.06 / $0.40 per 1M | OpenRouter /api/v1/models | 2026-08-19 |
| AA Intelligence Index 23; 6 printed Index benches | Artificial Analysis model page | 2026-08-19 |
| OpenRouter id z-ai/glm-4.7-flash, context 202,752 | OpenRouter /api/v1/models | 2026-08-19 |
| HF downloads 2,005,378 | Hugging Face API zai-org/GLM-4.7-Flash | 2026-08-19 |
| HF safetensors.total: 31,221,488,576 stored tensors; HF API usedStorage 62,937,229,623 bytes; created 2026-01-19T06:28:10.000Z; HF tensors BF16 + F32 | Hugging Face API zai-org/GLM-4.7-Flash | 2026-08-19 |
| 48 safetensor shards; shard bytes 62,444,175,504; tree files 58 | Hugging Face tree API zai-org/GLM-4.7-Flash | 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 Z.ai's model family with GLM 4.7.
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 z-ai/glm-4.7-flash.