Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

AionLabs: Aion-RP 1.0 (8B) vs Gemini 3 Pro benchmark

Name: AionLabs: Aion-RP 1.0 (8B) vs Gemini 3 Pro AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

This page compares AionLabs: Aion-RP 1.0 (8B) (aion-labs) and Gemini 3 Pro (Google) using the latest snapshots we have as of Aug 17, 2026. AionLabs: Aion-RP 1.0 (8B) wins on output price at $1.6/1M. Gemini 3 Pro has the larger context window (2M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

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aion-labs

AionLabs: Aion-RP 1.0 (8B)

Auto-discovered from OpenRouter (aion-labs/aion-rp-llama-3.1-8b). Preview until a second source matches.

$1.5999999999999999/1M out

Google

Gemini 3 Pro

Google frontier multimodal model with a multi-million-token context window.

Elo 1,552$5/1M out

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Model A

Model B

Quick vs:vs Claude Opus 4.5 vs Claude Opus 4.6 vs Claude Sonnet 4.5 vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

AionLabs: Aion-RP 1.0 (8B) (2)vsGemini 3 Pro (8)

AionLabs: Aion-RP 1.0 (8B): 2W (20%)Overall: Gemini 3 ProGemini 3 Pro: 8W (80%)

← AionLabs: Aion-RP 1.0 (8B)Gemini 3 Pro →

Gemini 3 Pro (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo

—vs1,552

Coding Elo

—vs1,548

SWE-bench

—vs72.4%

LiveBench

—vs70.6%

GPQA Diamond

—vs83.6%

AionLabs: Aion-RP 1.0 (8B): 0WGemini 3 Pro: 5W

Gemini 3 Pro (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

—vs92 tok/s

Time to first token

—vs220 ms

AionLabs: Aion-RP 1.0 (8B): 0WGemini 3 Pro: 2W

AionLabs: Aion-RP 1.0 (8B) (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$1.6/1Mvs$5/1M

Input price

$0.8/1Mvs$1.25/1M

Context window

33kvs2M

AionLabs: Aion-RP 1.0 (8B): 2WGemini 3 Pro: 1W

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect

Percentile 0–100

Dimensional AdvantageGemini 3 Pro 5/6

Preference Elo

No shared data

Throughput Speed

No shared data

Price Efficiency

AionLabs: Aion-RP 1.0 (8B)

$3.40/1M cheaper

Full Benchmark Score Matrix

—

Elo

High is better

—

EloHigh is better

1,552

Code Elo

High is better

—

Code EloHigh is better

1,548

LiveBench

High is better

—

LiveBenchHigh is better

70.6%

SWE-bench

High is better

—

SWE-benchHigh is better

72.4%

GPQA

High is better

—

GPQAHigh is better

83.6%

TTFT

Low is better

—

TTFTLow is better

220 ms

Speed

High is better

—

SpeedHigh is better

92 tok/s

In $

Low is better

+56%$0.8/1M

In $Low is better

$1.25/1M

Out $

Low is better

+213%$1.6/1M

Out $Low is better

$5/1M

Context

High is better

33k

ContextHigh is better

2M+6004%

Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 56% with AionLabs: Aion-RP 1.0 (8B)

Monthly Volume50M tokens/mo

Quick Presets:

Token Ratio (In vs Out)70% In / 30% Out

RAG / Search (10% out)Coding / Chat (50% out)

AionLabs: Aion-RP 1.0 (8B)$52.00 / mo

In: $28.00Out: $24.00

Gemini 3 Pro$118.75 / mo

In: $43.75Out: $75.00

Estimated Cost Delta

AionLabs: Aion-RP 1.0 (8B) is estimated to save $66.75/month ($801/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

1
AionLabs: Aion-RP 1.0 (8B):Pick AionLabs: Aion-RP 1.0 (8B) when you are optimizing output cost.
2
Gemini 3 Pro:Pick Gemini 3 Pro for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatAionLabs: Aion-RP 1.0 (8B)

Lower output list price ($1.6/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGGemini 3 Pro

Larger window (2M).

Screenshots / visionGemini 3 Pro

Gemini 3 Pro is the side marked multimodal in the catalog.

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	AionLabs: Aion-RP 1.0 (8B)	Lower output list price ($1.6/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Gemini 3 Pro	Larger window (2M).
Screenshots / vision	Gemini 3 Pro	Gemini 3 Pro is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news

launchMar 15, 2026

Gemini 3 Pro’s multi-million context is still a 2026 RAG shortlist

March 2026 Google frontier multimodal with a 2M window. 3.6 Pro is newer; 3 Pro stays as the original 3.x Pro row.

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LIVE

aion-labs

AionLabs: Aion-RP 1.0 (8B)

Elo n/a

LiveBench—

SWE-bench—

Speed—

Output cost$1.6/1M

Google

Gemini 3 Pro

Elo 1,552

LiveBench70.6%

SWE-bench72.4%

Speed92 tok/s

Output cost$5/1M

Frequently Asked Questions

Which is better overall, AionLabs: Aion-RP 1.0 (8B) or Gemini 3 Pro?: We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, AionLabs: Aion-RP 1.0 (8B) or Gemini 3 Pro?: SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?: AionLabs: Aion-RP 1.0 (8B) output tokens are $1.6/1M versus $5/1M. Input prices and retry rates still move the real bill.
Which is faster, AionLabs: Aion-RP 1.0 (8B) or Gemini 3 Pro?: We do not have TTFT for both models.
Which has the larger context window?: Gemini 3 Pro accepts 2M tokens versus 33k.
Can I self-host either model?: Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?: No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?: Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. AionLabs: Aion-RP 1.0 (8B) and Gemini 3 Pro Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All AionLabs: Aion-RP 1.0 (8B) matchups →|All Gemini 3 Pro matchups →

Gemini 3 Pro vs Gemini 2.5 Pro (previous gemini-pro)Gemini 3 Pro vs Gemini 3.6 Pro (next gemini-pro)Gemini 3 Flash vs Gemini 3 Pro Gemini 2.0 Flash Thinking vs Gemini 3 Pro Gemini 3.6 Flash vs Gemini 3 Pro Gemini 3.7 Flash vs Gemini 3 Pro

AionLabs: Aion-RP 1.0 (8B) vs Gemini 3 Pro benchmark

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

AionLabs: Aion-RP 1.0 (8B) (2)vsGemini 3 Pro (8)

AionLabs: Aion-RP 1.0 (8B): 2W (20%)Overall: Gemini 3 ProGemini 3 Pro: 8W (80%)

← AionLabs: Aion-RP 1.0 (8B)Gemini 3 Pro →

Gemini 3 Pro (5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Preference Elo

—vs1,552

Coding Elo

—vs1,548

SWE-bench

—vs72.4%

LiveBench

—vs70.6%

GPQA Diamond

—vs83.6%

AionLabs: Aion-RP 1.0 (8B): 0WGemini 3 Pro: 5W

Gemini 3 Pro (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

—vs92 tok/s

Time to first token

—vs220 ms

AionLabs: Aion-RP 1.0 (8B): 0WGemini 3 Pro: 2W

AionLabs: Aion-RP 1.0 (8B) (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$1.6/1Mvs$5/1M

Input price

$0.8/1Mvs$1.25/1M

Context window

33kvs2M

AionLabs: Aion-RP 1.0 (8B): 2WGemini 3 Pro: 1W

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatAionLabs: Aion-RP 1.0 (8B)

Lower output list price ($1.6/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGGemini 3 Pro

Larger window (2M).

Screenshots / visionGemini 3 Pro

Gemini 3 Pro is the side marked multimodal in the catalog.

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	insufficient data	Need SWE-bench on both sides.
High-volume chat	AionLabs: Aion-RP 1.0 (8B)	Lower output list price ($1.6/1M).
Voice / low-latency UI	insufficient data	Need TTFT on both sides.
Long-document RAG	Gemini 3 Pro	Larger window (2M).
Screenshots / vision	Gemini 3 Pro	Gemini 3 Pro is the side marked multimodal in the catalog.

Frequently Asked Questions

Which is better overall, AionLabs: Aion-RP 1.0 (8B) or Gemini 3 Pro?

We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.

Which is better at coding, AionLabs: Aion-RP 1.0 (8B) or Gemini 3 Pro?

SWE-bench is missing for at least one model, so we do not rank coding from a single number.

Which is cheaper to run in production?

AionLabs: Aion-RP 1.0 (8B) output tokens are $1.6/1M versus $5/1M. Input prices and retry rates still move the real bill.

Which is faster, AionLabs: Aion-RP 1.0 (8B) or Gemini 3 Pro?

We do not have TTFT for both models.

Which has the larger context window?

Gemini 3 Pro accepts 2M tokens versus 33k.

Can I self-host either model?

Neither model is marked open-weights here. You are comparing hosted APIs.

Are these scores from CompareLLM’s own evals?

No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.

What does preference Elo mean on this page?

Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. AionLabs: Aion-RP 1.0 (8B) and Gemini 3 Pro Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Swap or Add Any Model to this Matchup

Interactive Comparison Diagram

Tug-of-War Matchup Matrix

Intelligence & Reasoning

Speed & Latency

Pricing & Capacity

Multi-Dimensional Capability Radar

No shared data

No shared data

AionLabs: Aion-RP 1.0 (8B)

Full Benchmark Score Matrix

Workload Cost & Savings Calculator

Key Selection Recommendations

Recommended Workload Routing

Related Editorial Dispatches & Benchmark Notes

Gemini 3 Pro’s multi-million context is still a 2026 RAG shortlist

Cast Your Matchup Vote

Community Discussions (0)

Share card

CompareLLM Matrix

AionLabs: Aion-RP 1.0 (8B)

Gemini 3 Pro

Frequently Asked Questions

Related news

Similar Head-to-Head Comparisons

Swap or Add Any Model to this Matchup

Interactive Comparison Diagram

Tug-of-War Matchup Matrix

Intelligence & Reasoning

Speed & Latency

Pricing & Capacity

Multi-Dimensional Capability Radar

No shared data

No shared data

AionLabs: Aion-RP 1.0 (8B)

Full Benchmark Score Matrix

Workload Cost & Savings Calculator

Key Selection Recommendations

Recommended Workload Routing

Related Editorial Dispatches & Benchmark Notes

Gemini 3 Pro’s multi-million context is still a 2026 RAG shortlist

Cast Your Matchup Vote

Community Discussions (0)

Share card

CompareLLM Matrix

AionLabs: Aion-RP 1.0 (8B)

Gemini 3 Pro

Frequently Asked Questions

Related news

Similar Head-to-Head Comparisons