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A · closed · GLM

GLM-4.7 Flash

Zhipu AI

B · open · GLM

GLM-5

Zhipu AI

0:10

overall capability wins (1 ties across 11 scored). GLM-5 leads overall.

  • Reasoning0:6
  • Coding0:2
  • Arena0:1
  • Pricing3:0
  • Speed2:0
  • Specs0:1

Verdict

GLM-5 leads coding (widest gap: +23.2 on SWE-Rebench); GLM-5 ranks higher on LMArena (+91 Elo); GLM-5 allows ~2.0x more max output (33K vs 16K).

  • GLM-5 leads coding (widest gap: +23.2 on SWE-Rebench)
  • GLM-5 ranks higher on LMArena (+91 Elo)
  • GLM-5 allows ~2.0x more max output (33K vs 16K)
  • GLM-5 ships open weights (MIT)
  • GLM-4.7 Flash is ~4.1x cheaper on a blended token basis than GLM-5

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

GLM-4.7 Flash
$0.16
GLM-5
$0.70

GLM-4.7 Flash is about 4.4x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

Zhipu AI

Zhipu AI

Family

GLM

GLM

License

Proprietary

MIT

Open weights

No

Yes

Release

Dec 10, 2025

Feb 1, 2026

Knowledge cutoff

-

-

API / provider

Zhipu AI

Zhipu / Z.ai

Modalities

text, image → text

text → text

Specs

Context window

200K

200K

tie

Max output

16K

33K

B +16K

Parameters

—

—

—

Pricing

Input $/1M

$0.06

$0.40

A +$0.34

Output $/1M

$0.40

$1.20

A +$0.80

Blended $/1M (3∶1)

$0.15

$0.60

A +$0.46

Speed

tok/s

130

80

A +50

TTFT (s)

0.22

0.35

A +0.13

Reasoning

MMLU-Pro

—

—

—

GPQA Diamond

58.1

82.0

B +23.9 pts

Humanity's Last Exam

7.6

29.3

B +21.7 pts

AIME 2025

—

—

—

MATH-500

—

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

16.2

26.3

B +10.1 pts

AA-LCR v1.1

41.7

75.7

B +34.0 pts

CritPt

0.3

2.0

B +1.7 pts

MMMU-Pro

—

—

—

IFBench

60.8

72.3

B +11.5 pts

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

72.8

—

SWE-bench Pro

—

—

—

SWE-bench Multilingual

—

69.7

—

LiveCodeBench

—

—

—

Terminal-Bench 2.1

—

—

—

Aider Polyglot

—

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

—

—

—

SciCode

33.7

46.2

B +12.5 pts

CursorBench

—

—

—

SWE-Rebench

30.1

53.3

B +23.2 pts

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

1,436

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,366

1,458

B +91 Elo

GLM-4.7 Flash

Context
200K / 16K out
Parameters
—
Price
$0.06 / $0.40
Speed
130 tok/s · 0.22s TTFT
Modalities
text, image → text
License
Proprietary

Fast low-cost GLM-4.7 API tier for Chinese/English high-volume chat and light agents.

GLM-5

Context
200K / 33K out
Parameters
—
Price
$0.40 / $1.20
Speed
80 tok/s · 0.35s TTFT
Modalities
text → text
License
MIT

GLM-5 open release - solid all-rounder before the 5.2 bump.

Benchmark charts

Winner bars are emphasized. Per-benchmark deltas sit above each chart.

Reasoning & knowledge

GPQA: B +23.9HLE: B +21.7CritPt: B +1.7AA-LCR: B +34.0Omniscience Acc.: B +10.1IFBench: B +11.5

Coding

SciCode: B +12.5SWE-Rebench: B +23.2

Arena

Arena Elo: B +91

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