Model vs model

Gemini 3 Flash vs A.X-K2

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 3 Flash
Sources · All public sources

Winner

Gemini 3 Flash

Google

8benchmarks won

Multilingual

Versus · Everyday chatbot

Gemini 3 Flash leads this compare set for everyday chatbot.

Gemini 3 Flash8 of 8 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

100%win share

Challenger

A.X-K2

Unknown

0benchmarks won

Chat / text
Reasoning / math / science

The cases in full

Gemini 3 Flash case

Multilingual

A.X-K2 case

Chat / text
Reasoning / math / science

What changes the outcome

Gemini 3 Flash: 91 visible benchmark gaps still leave room for the result to move.
A.X-K2: 126 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.
A.X-K2 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	2877.1% exact aliasverified runtime Row details Raw value 28 Percentile 77.1% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Non-reasoning) Source row	35n/a exact aliasverified runtimeContext only Row details Raw value 35 Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a
GPQA AA · % Text · Reasoning / math / science	81.2%80% exact aliasverified runtime Row details Raw value 81.2% Percentile 80% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Non-reasoning) Source row	85.7%n/a exact aliasverified runtimeContext only Row details Raw value 85.7% Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a
Humanity's Last Exam AA · % Text · Reasoning / math / science	15%77.6% exact aliasverified runtime Row details Raw value 15% Percentile 77.6% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Non-reasoning) Source row	29.6%n/a exact aliasverified runtimeContext only Row details Raw value 29.6% Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a
CritPt AA · % Text · Reasoning / math / science	1.4%81.4% exact aliasverified runtime Row details Raw value 1.4% Percentile 81.4% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Non-reasoning) Source row	8.9%n/a exact aliasverified runtimeContext only Row details Raw value 8.9% Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a
SciCode AA · % Code · Coding	49.9%94.6% exact aliasverified runtime Row details Raw value 49.9% Percentile 94.6% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Non-reasoning) Source row	38.5%n/a exact aliasverified runtimeContext only Row details Raw value 38.5% Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a
AA-Omniscience accuracy AA · % Text · Chat / text	45.8%94.5% exact aliasverified runtime Row details Raw value 45.8% Percentile 94.5% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Non-reasoning) Source row	18.6%n/a exact aliasverified runtimeContext only Row details Raw value 18.6% Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a
AA-Omniscience non-hallucination AA · % Text · Chat / text	7%17.5% exact aliasverified runtime Row details Raw value 7% Percentile 17.5% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Reasoning) Source row	67%n/a exact aliasverified runtimeContext only Row details Raw value 67% Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a
Long Context Reasoning AA · % Document · Long context	53%65.1% exact aliasverified runtime Row details Raw value 53% Percentile 65.1% Last updated recent Eligibility headline eligible Identity provider alias (0.94) Source label Gemini 3 Flash Preview (Non-reasoning) Source row	66%n/a exact aliasverified runtimeContext only Row details Raw value 66% Percentile n/a Last updated recent Eligibility benchmark_derived_model Identity provider alias (0.94) Source label A.X-K2 Source row	n/a

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Intelligence Index

AA · index

Text · Chat / text

2877.1%

exact aliasverified runtime

Row details

Raw value: 28
Percentile: 77.1%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Non-reasoning)

Source row

35n/a

exact aliasverified runtimeContext only

Row details

Raw value: 35
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

GPQA

AA · %

Text · Reasoning / math / science

81.2%80%

exact aliasverified runtime

Row details

Raw value: 81.2%
Percentile: 80%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Non-reasoning)

Source row

85.7%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 85.7%
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

Humanity's Last Exam

AA · %

Text · Reasoning / math / science

15%77.6%

exact aliasverified runtime

Row details

Raw value: 15%
Percentile: 77.6%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Non-reasoning)

Source row

29.6%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 29.6%
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

CritPt

AA · %

Text · Reasoning / math / science

1.4%81.4%

exact aliasverified runtime

Row details

Raw value: 1.4%
Percentile: 81.4%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Non-reasoning)

Source row

8.9%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 8.9%
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

SciCode

AA · %

Code · Coding

49.9%94.6%

exact aliasverified runtime

Row details

Raw value: 49.9%
Percentile: 94.6%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Non-reasoning)

Source row

38.5%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 38.5%
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

AA-Omniscience accuracy

AA · %

Text · Chat / text

45.8%94.5%

exact aliasverified runtime

Row details

Raw value: 45.8%
Percentile: 94.5%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Non-reasoning)

Source row

18.6%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 18.6%
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

AA-Omniscience non-hallucination

AA · %

Text · Chat / text

7%17.5%

exact aliasverified runtime

Row details

Raw value: 7%
Percentile: 17.5%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Reasoning)

Source row

67%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 67%
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

Long Context Reasoning

AA · %

Document · Long context

53%65.1%

exact aliasverified runtime

Row details

Raw value: 53%
Percentile: 65.1%
Last updated: recent
Eligibility: headline eligible
Identity: provider alias (0.94)
Source label: Gemini 3 Flash Preview (Non-reasoning)

Source row

66%n/a

exact aliasverified runtimeContext only

Row details

Raw value: 66%
Percentile: n/a
Last updated: recent
Eligibility: benchmark_derived_model
Identity: provider alias (0.94)
Source label: A.X-K2

Source row

n/a

Gemini 3 Flash vs A.X-K2

Gemini 3 Flash

Gemini 3 Flash leads this compare set for everyday chatbot.

A.X-K2

Gemini 3 Flash case

A.X-K2 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 3 Flash vs A.X-K2

Gemini 3 Flash

Gemini 3 Flash leads this compare set for everyday chatbot.

A.X-K2

Gemini 3 Flash case

A.X-K2 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