Model vs model

Gemini 2.5 Pro Preview (Mar' 25) 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 · Gemini 2.5 Pro Preview (Mar' 25)
Sources · All public sources

Winner

Gemini 2.5 Pro Preview (Mar' 25)

Google

0benchmarks won

Reasoning / math / science

Versus · Everyday chatbot

Gemini 2.5 Pro Preview (Mar' 25) leads this compare set for everyday chatbot.

Gemini 2.5 Pro Preview (Mar' 25)0 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

Gemini 2.5 Pro Preview (Mar' 25) case

Reasoning / math / science

Agnes 2.5 Pro Alpha case

Reasoning / math / science

What changes the outcome

Gemini 2.5 Pro Preview (Mar' 25): 133 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

Advanced framings and X composerNeutral, contrarian, open-model, and skeptical variants

Neutral analystLead with the recommendation, then attach the reason and warning.Gemini 2.5 Pro Preview (Mar' 25) leads this compare set for everyday chatbot.

ContrarianPush against the easy read and keep the strongest alternative live.Contrarian take: Gemini 2.5 Pro Preview (Mar' 25) leads this compare set for everyday chatbot.

Open-model angleBias the framing toward open weights and source transparency.Open-model angle: Model compare · Gemini 2.5 Pro Preview (Mar' 25) vs Agnes 2.5 Pro Alpha

Don't trust the headlineLead with the warning before you let the claim travel.Don't trust the headline: Model compare · Gemini 2.5 Pro Preview (Mar' 25) vs Agnes 2.5 Pro Alpha

Decisive benchmarks

5 of 138 benchmarks


Intelligence Index AA · index Text · Chat / text	23n/a exact aliasverified runtimeContext only Row details Raw value 23 Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Gemini 2.5 Pro Preview (Mar' 25) 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
Coding Index AA · index Code · Coding	47n/a exact aliasverified runtimeContext only Row details Raw value 47 Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Gemini 2.5 Pro Preview (Mar' 25) Source row	59n/a exact aliasverified runtimeContext only Row details Raw value 59 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	83.6%n/a exact aliasverified runtimeContext only Row details Raw value 83.6% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Gemini 2.5 Pro Preview (Mar' 25) 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	18%n/a exact aliasverified runtimeContext only Row details Raw value 18% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Gemini 2.5 Pro Preview (Mar' 25) 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
SciCode AA · % Code · Coding	39.5%n/a exact aliasverified runtimeContext only Row details Raw value 39.5% Percentile n/a Last updated recent Eligibility preview_model Identity provider alias (0.94) Source label Gemini 2.5 Pro Preview (Mar' 25) 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

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Page 1 of 1Page size

Gemini 2.5 Pro Preview (Mar' 25) leads this compare set for everyday chatbot.

Gemini 2.5 Pro Preview (Mar' 25)0 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

Sources

All public

Intelligence Index

AA · index

Text · Chat / text

23n/a

exact aliasverified runtimeContext only

Row details

Raw value: 23
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Gemini 2.5 Pro Preview (Mar' 25)

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

Coding Index

AA · index

Code · Coding

47n/a

exact aliasverified runtimeContext only

Row details

Raw value: 47
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Gemini 2.5 Pro Preview (Mar' 25)

Source row

59n/a

exact aliasverified runtimeContext only

Row details

Raw value: 59
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

83.6%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 83.6%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Gemini 2.5 Pro Preview (Mar' 25)

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

18%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 18%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Gemini 2.5 Pro Preview (Mar' 25)

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

SciCode

AA · %

Code · Coding

39.5%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 39.5%
Percentile: n/a
Last updated: recent
Eligibility: preview_model
Identity: provider alias (0.94)
Source label: Gemini 2.5 Pro Preview (Mar' 25)

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

Gemini 2.5 Pro Preview (Mar' 25) vs Agnes 2.5 Pro Alpha

Gemini 2.5 Pro Preview (Mar' 25)

Gemini 2.5 Pro Preview (Mar' 25) leads this compare set for everyday chatbot.

Agnes 2.5 Pro Alpha

Gemini 2.5 Pro Preview (Mar' 25) 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.

Gemini 2.5 Pro Preview (Mar' 25) vs Agnes 2.5 Pro Alpha

Gemini 2.5 Pro Preview (Mar' 25)

Gemini 2.5 Pro Preview (Mar' 25) leads this compare set for everyday chatbot.

Agnes 2.5 Pro Alpha

Gemini 2.5 Pro Preview (Mar' 25) 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