Model vs model

GLM 5 Turbo vs Agnes 2.5 Pro Alpha

A debate-ready pair page: current winner, strongest alternative, decisive benchmarks, and the warning that should travel with the claim.

Use case · Everyday chatbot
Winner · GLM 5 Turbo
Sources · All public sources

Winner

GLM 5 Turbo

Z.ai

0benchmarks won

Search / tool use
Chat / text

Versus · Everyday chatbot

GLM 5 Turbo leads this compare set for everyday chatbot.

GLM 5 Turbo0 of 0 wins

Thin verified coverage

0 shared benchmarks are still too close to call, so the win stays conditional. This compare uses all public sources, with provider-official evidence labeled separately.

Close calls: 0
Sources: All public

Full compare workspace Disagreement page

0%win share

Challenger

Agnes 2.5 Pro Alpha

Unknown

0benchmarks won

Reasoning / math / science

The cases in full

GLM 5 Turbo case

Search / tool use
Chat / text

Agnes 2.5 Pro Alpha case

Reasoning / math / science

What changes the outcome

GLM 5 Turbo: 126 visible benchmark gaps still leave room for the result to move.
Agnes 2.5 Pro Alpha: 121 visible benchmark gaps still leave room for the result to move.

Why this result is surprising

The visible shared evidence is more decisive than usual for this compare set.
Very few shared benchmarks are decisively separating these models.

Why this is not a clean win

0 shared benchmarks are still too close to call, so the win stays conditional. This compare uses all public sources, with provider-official evidence labeled separately.
Agnes 2.5 Pro Alpha remains the strongest alternative once you change use case, mode, or missing-evidence assumptions.

Open full compare workspace Open evidence page Open disagreement page

Decisive benchmarks

8 of 138 benchmarks


Intelligence Index AA · index Text · Chat / text	39n/a exact aliasverified runtimeContext only Row details Raw value 39 Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	40n/a exact aliasverified runtimeContext only Row details Raw value 40 Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a
GPQA AA · % Text · Reasoning / math / science	84.7%n/a exact aliasverified runtimeContext only Row details Raw value 84.7% Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	87.6%n/a exact aliasverified runtimeContext only Row details Raw value 87.6% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a
Humanity's Last Exam AA · % Text · Reasoning / math / science	27.8%n/a exact aliasverified runtimeContext only Row details Raw value 27.8% Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	33.6%n/a exact aliasverified runtimeContext only Row details Raw value 33.6% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a
CritPt AA · % Text · Reasoning / math / science	0.3%n/a exact aliasverified runtimeContext only Row details Raw value 0.3% Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	10.9%n/a exact aliasverified runtimeContext only Row details Raw value 10.9% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a
SciCode AA · % Code · Coding	43.6%n/a exact aliasverified runtimeContext only Row details Raw value 43.6% Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	42.2%n/a exact aliasverified runtimeContext only Row details Raw value 42.2% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a
AA-Omniscience accuracy AA · % Text · Chat / text	28.4%n/a exact aliasverified runtimeContext only Row details Raw value 28.4% Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	33.5%n/a exact aliasverified runtimeContext only Row details Raw value 33.5% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a
AA-Omniscience non-hallucination AA · % Text · Chat / text	37.4%n/a exact aliasverified runtimeContext only Row details Raw value 37.4% Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	11.9%n/a exact aliasverified runtimeContext only Row details Raw value 11.9% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a
Long Context Reasoning AA · % Document · Long context	66.7%n/a exact aliasverified runtimeContext only Row details Raw value 66.7% Percentile n/a Last updated recent Eligibility Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings. Identity provider alias (0.94) Source label GLM-5-Turbo Source row	73%n/a exact aliasverified runtimeContext only Row details Raw value 73% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Agnes 2.5 Pro Alpha Source row	n/a

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Intelligence Index

AA · index

Text · Chat / text

39n/a

exact aliasverified runtimeContext only

Row details

Raw value: 39
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

40n/a

exact aliasverified runtimeContext only

Row details

Raw value: 40
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

GPQA

AA · %

Text · Reasoning / math / science

84.7%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 84.7%
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

87.6%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 87.6%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

Humanity's Last Exam

AA · %

Text · Reasoning / math / science

27.8%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 27.8%
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

33.6%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 33.6%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

CritPt

AA · %

Text · Reasoning / math / science

0.3%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 0.3%
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

10.9%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 10.9%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

SciCode

AA · %

Code · Coding

43.6%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 43.6%
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

42.2%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 42.2%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

AA-Omniscience accuracy

AA · %

Text · Chat / text

28.4%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 28.4%
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

33.5%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 33.5%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

AA-Omniscience non-hallucination

AA · %

Text · Chat / text

37.4%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 37.4%
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

11.9%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 11.9%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

Long Context Reasoning

AA · %

Document · Long context

66.7%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 66.7%
Percentile: n/a
Last updated: recent
Eligibility: Benchmark-derived GLM 5 Turbo is visible for receipts but excluded from default overall rankings.
Identity: provider alias (0.94)
Source label: GLM-5-Turbo

Source row

73%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 73%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Agnes 2.5 Pro Alpha

Source row

n/a

GLM 5 Turbo vs Agnes 2.5 Pro Alpha

GLM 5 Turbo

GLM 5 Turbo leads this compare set for everyday chatbot.

Agnes 2.5 Pro Alpha

GLM 5 Turbo case

Agnes 2.5 Pro Alpha case

What changes the outcome

Why this result is surprising

Why this is not a clean win

Share the recommendation with the source data attached.

Open or copy the stable surfaces

Use the exact public framing

Pick the voice before you post

Compose a post that keeps the warning attached

Decisive benchmarks

Loading model comparison.

GLM 5 Turbo vs Agnes 2.5 Pro Alpha

GLM 5 Turbo

GLM 5 Turbo leads this compare set for everyday chatbot.

Agnes 2.5 Pro Alpha

GLM 5 Turbo case

Agnes 2.5 Pro Alpha case

What changes the outcome

Why this result is surprising

Why this is not a clean win

Share the recommendation with the source data attached.

Open or copy the stable surfaces

Use the exact public framing

Pick the voice before you post

Compose a post that keeps the warning attached

Decisive benchmarks