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
205K
Modalities
text
Capability Radar
48
general
80
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 |
|---|---|---|---|
| Agentic Capability | 64 | 55.0 | LS |
| Code Ranking | 44 | 78.0 | AA |
| General Ranking | 47 | 76.0 | AA |
| Math Reasoning | 13 | 96.0 | AA |
| Reasoning | 59 | 67.0 | LS |
| Science | 56 | 70.0 | 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 Index33.8
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
Physics90
General90
Biology90
Chemistry90
Language80
Legal80
Math80
Finance80
Healthcare80
Reasoning70
Frontend Development70
Search60
Tool Calling60
Agents50
Code50
Vision40
Pricing
Input Price$0.6 / 1M tokens
Output Price$2.2 / 1M tokens
Blended Price (3:1)$1 / 1M tokens
Cache Read Price$0.11 / 1M tokens
Cache Write PriceFree
Speed
Tokens/sec117.6
Time to First Token0.58s
Time to Answer17.58s
Provider Price Ranking
Provider Price Ranking
27 providers
Cheapest: NanoGPTMost Expensive: Vercel AI Gateway
ProviderInputOutput
1NanoGPTCheapest
$0.15
$0.8
2Meganova
$0.2
$0.8
3CrofAI
$0.25
$1.1
4ZenMux
$0.28
$1.14
5302.AI
$0.286
$1.142
6Kilo Gateway
$0.38
$1.98
7OpenRouter
$0.4
$1.75
8Deep Infra
$0.4
$1.75
9DInference
$0.45
$1.65
10Cortecs
$0.45
$2.23
11Synthetic
$0.55
$2.19
12Z AIPRIMARY
$0.6
$2.2
13Abacus
$0.6
$2.2
14SiliconFlow (China)
$0.6
$2.2
15Jiekou.AI
$0.6
$2.2
16Hugging Face
$0.6
$2.2
17NovitaAI
$0.6
$2.2
18Z.AI
$0.6
$2.2
19OpenCode Zen
$0.6
$2.2
20Baseten
$0.6
$2.2
21SiliconFlow
$0.6
$2.2
22LLM Gateway
$0.6
$2.2
23Zhipu AI
$0.6
$2.2
24OrcaRouter
$0.6
$2.2
25Merge Gateway
$0.6
$2.2
26Berget.AI
$0.77
$2.75
27Vercel AI Gateway
$2.25
$2.75
Compare pricing across different API providers for this model.