GLM 4.7 Flash
Z.ai (Zhipu AI)huggingface.co/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. It is further optimized for agentic coding use cases, strengthening coding capabilities, long-horizon task planning,...
Updated 15 min ago · first seen 11 Sept 2026
model_01M294WW6CD6HGDB1WZSBZM6A7
- Parameters
- 31.2B
- T2 · 2 h ago
- Context
- 200K tokens
- T2 · 2 h ago
- Released
- 19 Jan 2026
- T2 · 2 h ago
- License
- mit
- T2 · 58 min ago
Specification
- Release date
- 19 Jan 2026
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Status
- deprecated
Source:Artificial AnalysisT2observed 26 min agomedium
- Openness
- open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
- License
- mit
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Architecture
- Glm4MoeLiteForCausalLM
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Parameters
- 31.2B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
- Context window
- 200K tokens
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Max output
- 118K tokens
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Modalities
- text
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Input modalities
- text
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Output modalities
- text
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Languages
- en, zh
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- File size
- 62.5 GB
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Hugging Face repo
- zai-org/GLM-4.7-Flash
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Pipeline tag
- text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
- Model card
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
- Downloads
- 1,890,101
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 min agomedium
- Likes
- 1,837
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 15 min agomedium
- Gated
- No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Hf inference providers
- deepinfra, featherless-ai, novita, zai-org
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Last modified
- 2026-01-29T08:06:19+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
- Library name
- transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Aa median output tokens per second
- 81.1
Source:Artificial AnalysisT2observed 26 min agomedium
- Downloads all time
- 13,124,652
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Model type
- glm4_moe_lite
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Openrouter id
- z-ai/glm-4.7-flash
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Supported parameters
- frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Tags
- transformers, safetensors, glm4_moe_lite, text-generation, en, zh
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
- Weights dtype
- BF16, F32
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →
Provenance
Attributed facts
33
Source tiers
T233
Freshest observation
15 min ago
Conflicts
None
Modalities
- Modalities
- text
- Input
- text
- Output
- text
Capabilities
Tool calling
Yes
OpenRouter public model & pricing listing · T2
Structured output
Yes
OpenRouter public model & pricing listing · T2
Reasoning
Yes
OpenRouter public model & pricing listing · T2
Vision
Unavailable
Audio
Unavailable
Fine-tuning available
Unavailable
- Context window
- 200K tokens
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Max output
- 118K tokens
Source:OpenRouter public model & pricing listingT2observed 2 h agomedium
- Languages
- en, zh
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 58 min agomedium
| Benchmark | Score | Metric | Config | Evaluated | Source |
|---|---|---|---|---|---|
| τ²-bench | 98.83% | pass^1 | aa_slug=glm-4-7-flash · evaluator=Artificial Analysis · index_version=4.3 | — | artificialanalysis.aiT2 |
| Artificial Analysis Intelligence Index | 14.87 | index | aa_slug=glm-4-7-flash · version=4.3 · estimated=true | — | artificialanalysis.aiT2 |
| GPQA | 58.08% | accuracy | aa_slug=glm-4-7-flash · variant=GPQA Diamond · evaluator=Artificial Analysis · index_version=4.3 | — | artificialanalysis.aiT2 |
| Humanity's Last Exam | 7.6% | accuracy | aa_slug=glm-4-7-flash · evaluator=Artificial Analysis · index_version=4.3 | — | artificialanalysis.aiT2 |
| IFBench | 60.82% | accuracy | aa_slug=glm-4-7-flash · evaluator=Artificial Analysis · index_version=4.3 | — | artificialanalysis.aiT2 |
| Terminal-Bench | 21.97% | accuracy | aa_slug=glm-4-7-flash · variant=hard · evaluator=Artificial Analysis · index_version=4.3 | — | artificialanalysis.aiT2 |
Scores are reported as published, with their evaluation configuration (harness, prompting, judge). Results with different configs are not directly comparable — see methodology.
Current prices
| Provider | Input / 1M | Output / 1M | Cached in | Batch in / out | Context | Observed | Source |
|---|---|---|---|---|---|---|---|
| Z.ai APIz-ai/glm-4.7-flash | $0.06 | $0.40 | — | — | 131.1K | 31 min ago | openrouter.aiT2 |
USD per 1M tokens as published by each provider (USD). Rows are append-only: every change is kept in the history below.
Available through 1
Price history
Input price · USD / 1M tokens
Output price · USD / 1M tokens
- Z.ai API
Memory need = bytes per parameter (4-bit ≈ 0.5 × 1.15 overhead, 8-bit 1.0, fp16 2.0) + a KV-cache allowance. Not a measurement.
| Hardware | Quantization | Memory | Est. need | Fits |
|---|---|---|---|---|
| NVIDIA DGX B200 | 4bit | 1,440 GB | 18.4 GB | Yes |
| Apple M3 Ultra | 4bit | — | 18.4 GB | Yes |
| Mac Studio (Apple M5 Ultra) | 4bit | — | 18.4 GB | Yes |
| AMD Instinct MI325X | 4bit | 256 GB | 18.4 GB | Yes |
| AMD Instinct MI300X | 4bit | 192 GB | 18.4 GB | Yes |
| Apple M2 Ultra | 4bit | — | 18.4 GB | Yes |
| NVIDIA B200 | 4bit | 180 GB | 18.4 GB | Yes |
| NVIDIA H200 | 4bit | 141 GB | 18.4 GB | Yes |
| NVIDIA H200 NVL | 4bit | 141 GB | 18.4 GB | Yes |
| Apple M1 Ultra | 4bit | — | 18.4 GB | Yes |
| Apple M3 Max | 4bit | — | 18.4 GB | Yes |
| Apple M4 Max | 4bit | — | 18.4 GB | Yes |
| Mac Studio (Apple M5 Max) | 4bit | — | 18.4 GB | Yes |
| MacBook Pro (Apple M5 Max) | 4bit | — | 18.4 GB | Yes |
| NVIDIA DGX Spark | 4bit | 128 GB | 18.4 GB | Yes |
| Apple M2 Max | 4bit | — | 18.4 GB | Yes |
| NVIDIA H100 NVL | 4bit | 94 GB | 18.4 GB | Yes |
| NVIDIA A100 80GB | 4bit | 80 GB | 18.4 GB | Yes |
| NVIDIA H100 SXM | 4bit | 80 GB | 18.4 GB | Yes |
| Apple M1 Max | 4bit | — | 18.4 GB | Yes |
| Apple M4 Pro | 4bit | — | 18.4 GB | Yes |
| Mac mini (Apple M5 Pro) | 4bit | — | 18.4 GB | Yes |
| MacBook Pro (Apple M5 Pro) | 4bit | — | 18.4 GB | Yes |
| Apple M3 Pro | 4bit | — | 18.4 GB | Yes |
| Apple M1 Pro | 4bit | — | 18.4 GB | Yes |
| Apple M2 Pro | 4bit | — | 18.4 GB | Yes |
| Apple M4 | 4bit | — | 18.4 GB | Yes |
| iMac (Apple M4) | 4bit | — | 18.4 GB | Yes |
| Mac mini (Apple M6) | 4bit | — | 18.4 GB | Yes |
| MacBook Air (Apple M5) | 4bit | — | 18.4 GB | Yes |
| MacBook Pro (Apple M5) | 4bit | — | 18.4 GB | Yes |
| NVIDIA GeForce RTX 5090 | 4bit | 32 GB | 18.4 GB | Yes |
| Apple M2 | 4bit | — | 18.4 GB | Yes |
| Apple M3 | 4bit | — | 18.4 GB | Yes |
| NVIDIA GeForce RTX 3090 | 4bit | 24 GB | 18.4 GB | Yes |
| NVIDIA GeForce RTX 4090 | 4bit | 24 GB | 18.4 GB | Yes |
| Apple M1 | 4bit | — | 18.4 GB | No |
Ancestors 0
None recorded.
This model
GLM 4.7 Flash
31.2B params
Quantizations 0
None recorded.
Descendants 1
Papers 1
- arXiv:2508.06471Active35
Repositories 0
No repositories linked yet.
As of
Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.
Claim history · Hugging Face repo
Hugging Face repohf_repo1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| zai-org/GLM-4.7-Flash | → current | current | OpenRouter public model & pricing listingT2 | medium | deterministic |
Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →
GLM 4.7 Flash scores 21.97% on Terminal-Bench
artificial_analysisGLM 4.7 Flash scores 98.83% on τ²-bench
artificial_analysisGLM 4.7 Flash scores 60.82% on IFBench
artificial_analysisGLM 4.7 Flash scores 7.6% on Humanity's Last Exam
artificial_analysisGLM 4.7 Flash scores 58.08% on GPQA
artificial_analysisGLM 4.7 Flash scores 14.87 on Artificial Analysis Intelligence Index
artificial_analysisZ.ai API lists GLM 4.7 Flash at $0.0605 in / $0.4 out per 1M tokens
openrouter
| Source | Document | Type | Tier | Last observed | Snapshots |
|---|---|---|---|---|---|
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/cerebras/GLM-4.7-Flash-REAP-23B-A3B | model_page | T2· Quality secondary | 5 min ago | 3 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/models?author=zai-org&p=0&sort=downloads | listing | T2· Quality secondary | 15 min ago | 3 |
| Artificial Analysis | artificialanalysis.ai/leaderboards/models | leaderboard | T2· Quality secondary | 26 min ago | 1 |
| OpenRouter public model & pricing listing | openrouter.ai/api/v1/models | catalogue | T2· Quality secondary | 31 min ago | 2 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/zai-org/GLM-4.7-Flash/raw/main/README.md | model_card | T2· Quality secondary | 33 min ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/zai-org/GLM-4.7-Flash | model_page | T2· Quality secondary | 58 min ago | 1 |
Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.