GLM-4.7 (Reasoning)
Z AIGLMOpen WeightMIT · Commercial OK
Description
GLM 4.7 is a coding‑centric model that thinks before acting, preserves its reasoning across turns, and lets you control thinking per request for speed or accuracy. It upgrades agentic workflows with stronger multi‑step tool use, better terminal and multilingual coding, and a noticeable jump in UI output quality for modern, clean webpages and slides. You can use it in popular coding agents, call it via the Z.ai API, and even run it locally with public weights on HuggingFace and ModelScope using vLLM or SGLang.
Release Date
2025-12-22
Parameters
358.0B
Context Length
203K
Modalities
text
Capability Radar
53
general
56
coding
93
reasoning
59
scienceest.
60
agents
0
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agents & Tools | 59 | 55.0 | LS |
| Code Ranking | 57 | 71.0 | AA |
| General Ranking | 39 | 81.0 | AA |
| Math Reasoning | 13 | 96.0 | AA |
| Reasoning | 55 | 67.0 | LS |
| Science | 44 | 74.0 | AA |
Benchmark Scores (LLM Stats)
Agents
Tau-bench
87.4%SR
BrowseComp
52.0%SR
Terminal-Bench 2.0
41.0%SR
Terminal-Bench
33.3%SR
Biology
GPQA
85.7%SR
Code
SWE-Bench Verified
73.8%SR
SWE-bench Multilingual
66.7%SR
Finance
MMLU-Pro
84.3%SR
General
LiveCodeBench v6
84.9%SR
Math
AIME 2025
95.7%SR
IMO-AnswerBench
82.0%SR
Humanity's Last Exam
42.8%SR
Reasoning
BrowseComp-zh
66.6%SR
AA Evaluation Indices
Math Index95.0
Intelligence Index42.1
Coding Index36.3
Tau21.0
Aime 250.9
Livecodebench0.9
Gpqa0.9
Mmlu Pro0.9
Ifbench0.7
Lcr0.6
Scicode0.5
Terminalbench Hard0.3
Hle0.3
LLM Stats Category Scores
Biology90
Chemistry90
General90
Physics90
Finance80
Healthcare80
Language80
Legal80
Math80
Frontend Development70
Reasoning70
Tool Calling60
Search60
Agents50
Code50
Vision40
Pricing
Input Price$0.6 / 1M tokens
Output Price$2.2 / 1M tokens
Blended Price (3:1)$1 / 1M tokens
Speed
Tokens/sec91.5 tokens/s
Time to First Token0.90s
Time to Answer22.74s
Available Providers
(LS internal units)| Provider | Input Price | Output Price |
|---|---|---|
| Novita | 600K | 2.2M |
| Fireworks | 600K | 2.2M |