Pairwise benchmark snapshot · Aug 1, 2026

Ernie 4.5 Turbo vs Gemini 3 Pro benchmark

Name: Ernie 4.5 Turbo vs Gemini 3 Pro AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

This page compares Ernie 4.5 Turbo (Baidu) and Gemini 3 Pro (Google) using the latest snapshots we have as of Aug 1, 2026. On preference Elo, Gemini 3 Pro is ahead by 102 points (1,552 vs 1,450; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, Gemini 3 Pro resolves 72.4% versus 57% (seed-bootstrap (Aug 1, 2026)). Ernie 4.5 Turbo streams faster (95 tok/s) while Ernie 4.5 Turbo is the cheaper output token ($1.2/1M). 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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Baidu

Ernie 4.5 Turbo

Baidu current multimodal enterprise foundation model with broad Chinese knowledge.

Elo 1,450$1.2/1M 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.

Ernie 4.5 Turbo (4)vsGemini 3 Pro (6)

Ernie 4.5 Turbo: 4W (40%)Overall: Gemini 3 ProGemini 3 Pro: 6W (60%)

← Ernie 4.5 TurboGemini 3 Pro →

Gemini 3 Pro (5/5)

Intelligence & Reasoning

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

Preference Elo

1,450vs1,552

Coding Elo

1,435vs1,548

SWE-bench

57%vs72.4%

LiveBench

61%vs70.6%

GPQA Diamond

74.5%vs83.6%

Ernie 4.5 Turbo: 0WGemini 3 Pro: 5W

Ernie 4.5 Turbo (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

95 tok/svs92 tok/s

Time to first token

200 msvs220 ms

Ernie 4.5 Turbo: 2WGemini 3 Pro: 0W

Ernie 4.5 Turbo (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$1.2/1Mvs$5/1M

Input price

$0.3/1Mvs$1.25/1M

Context window

128kvs2M

Ernie 4.5 Turbo: 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 4/6

Preference Elo

Gemini 3 Pro

102 pts advantage

Throughput Speed

Ernie 4.5 Turbo

3 tok/s faster

Price Efficiency

Ernie 4.5 Turbo

$3.80/1M cheaper

Full Benchmark Score Matrix

—

Elo

High is better

1,450

EloHigh is better

1,552+7%

Code Elo

High is better

1,435

Code EloHigh is better

1,548+8%

LiveBench

High is better

61%

LiveBenchHigh is better

70.6%+16%

SWE-bench

High is better

57%

SWE-benchHigh is better

72.4%+27%

GPQA

High is better

74.5%

GPQAHigh is better

83.6%+12%

TTFT

Low is better

+10%200 ms

TTFTLow is better

220 ms

Speed

High is better

+3%95 tok/s

SpeedHigh is better

92 tok/s

In $

Low is better

+317%$0.3/1M

In $Low is better

$1.25/1M

Out $

Low is better

+317%$1.2/1M

Out $Low is better

$5/1M

Context

High is better

128k

ContextHigh is better

2M+1463%

Interactive Simulator

Workload Cost & Savings Calculator

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

Save up to 76% with Ernie 4.5 Turbo

Monthly Volume50M tokens/mo

Quick Presets:

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

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

Ernie 4.5 Turbo$28.50 / mo

In: $10.50Out: $18.00

Gemini 3 Pro$118.75 / mo

In: $43.75Out: $75.00

Estimated Cost Delta

Ernie 4.5 Turbo is estimated to save $90.25/month ($1,083/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

1
Gemini 3 Pro:Pick Gemini 3 Pro when repo-level coding accuracy is the constraint.
2
Ernie 4.5 Turbo:Pick Ernie 4.5 Turbo when you are optimizing output cost.
3
Ernie 4.5 Turbo:Pick Ernie 4.5 Turbo when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGemini 3 Pro

Higher SWE-bench (72.4%).

High-volume chatErnie 4.5 Turbo

Lower output list price ($1.2/1M).

Voice / low-latency UIErnie 4.5 Turbo

Lower TTFT (200 ms).

Long-document RAGGemini 3 Pro

Larger window (2M).

Screenshots / visionGemini 3 Pro

Both accept images. Defaulting to the higher-Elo side (Gemini 3 Pro).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	Gemini 3 Pro	Higher SWE-bench (72.4%).
High-volume chat	Ernie 4.5 Turbo	Lower output list price ($1.2/1M).
Voice / low-latency UI	Ernie 4.5 Turbo	Lower TTFT (200 ms).
Long-document RAG	Gemini 3 Pro	Larger window (2M).
Screenshots / vision	Gemini 3 Pro	Both accept images. Defaulting to the higher-Elo side (Gemini 3 Pro).

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

Baidu

Ernie 4.5 Turbo

Elo 1,450

LiveBench61%

SWE-bench57%

Speed95 tok/s

Output cost$1.2/1M

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, Ernie 4.5 Turbo or Gemini 3 Pro?: Gemini 3 Pro has the higher preference Elo in our latest snapshot (1,552). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Ernie 4.5 Turbo or Gemini 3 Pro?: Gemini 3 Pro leads SWE-bench at 72.4% vs 57%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?: Ernie 4.5 Turbo output tokens are $1.2/1M versus $5/1M. Input prices and retry rates still move the real bill.
Which is faster, Ernie 4.5 Turbo or Gemini 3 Pro?: Ernie 4.5 Turbo has the lower time-to-first-token (200 ms vs 220 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?: Gemini 3 Pro accepts 2M tokens versus 128k.
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. Ernie 4.5 Turbo 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 Ernie 4.5 Turbo matchups →|All Gemini 3 Pro matchups →

Ernie 4.5 Turbo vs Yi-Lightning (previous other)Gemini 3 Pro vs Gemini 2.5 Pro (previous gemini-pro)Gemini 3 Pro vs Gemini 3.6 Pro (next gemini-pro)Gemini 2.0 Flash Thinking vs Ernie 4.5 Turbo Gemini 3 Flash vs Ernie 4.5 Turbo Gemini 3.6 Flash vs Gemini 3 Pro

Ernie 4.5 Turbo vs Gemini 3 Pro benchmark

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Ernie 4.5 Turbo (4)vsGemini 3 Pro (6)

Ernie 4.5 Turbo: 4W (40%)Overall: Gemini 3 ProGemini 3 Pro: 6W (60%)

← Ernie 4.5 TurboGemini 3 Pro →

Gemini 3 Pro (5/5)

Intelligence & Reasoning

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

Preference Elo

1,450vs1,552

Coding Elo

1,435vs1,548

SWE-bench

57%vs72.4%

LiveBench

61%vs70.6%

GPQA Diamond

74.5%vs83.6%

Ernie 4.5 Turbo: 0WGemini 3 Pro: 5W

Ernie 4.5 Turbo (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

95 tok/svs92 tok/s

Time to first token

200 msvs220 ms

Ernie 4.5 Turbo: 2WGemini 3 Pro: 0W

Ernie 4.5 Turbo (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$1.2/1Mvs$5/1M

Input price

$0.3/1Mvs$1.25/1M

Context window

128kvs2M

Ernie 4.5 Turbo: 2WGemini 3 Pro: 1W

Recommended Workload Routing

Repo / coding agentsGemini 3 Pro

Higher SWE-bench (72.4%).

High-volume chatErnie 4.5 Turbo

Lower output list price ($1.2/1M).

Voice / low-latency UIErnie 4.5 Turbo

Lower TTFT (200 ms).

Long-document RAGGemini 3 Pro

Larger window (2M).

Screenshots / visionGemini 3 Pro

Both accept images. Defaulting to the higher-Elo side (Gemini 3 Pro).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	Gemini 3 Pro	Higher SWE-bench (72.4%).
High-volume chat	Ernie 4.5 Turbo	Lower output list price ($1.2/1M).
Voice / low-latency UI	Ernie 4.5 Turbo	Lower TTFT (200 ms).
Long-document RAG	Gemini 3 Pro	Larger window (2M).
Screenshots / vision	Gemini 3 Pro	Both accept images. Defaulting to the higher-Elo side (Gemini 3 Pro).

Frequently Asked Questions

Which is better overall, Ernie 4.5 Turbo or Gemini 3 Pro?

Gemini 3 Pro has the higher preference Elo in our latest snapshot (1,552). “Better” still depends on coding, price, and latency — see the table.

Which is better at coding, Ernie 4.5 Turbo or Gemini 3 Pro?

Gemini 3 Pro leads SWE-bench at 72.4% vs 57%. SWE-bench is one harness, not your repo.

Which is cheaper to run in production?

Ernie 4.5 Turbo output tokens are $1.2/1M versus $5/1M. Input prices and retry rates still move the real bill.

Which is faster, Ernie 4.5 Turbo or Gemini 3 Pro?

Ernie 4.5 Turbo has the lower time-to-first-token (200 ms vs 220 ms). Tokens/sec is a separate column if you care about long completions.

Which has the larger context window?

Gemini 3 Pro accepts 2M tokens versus 128k.

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. Ernie 4.5 Turbo 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

Gemini 3 Pro

Ernie 4.5 Turbo

Ernie 4.5 Turbo

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)

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CompareLLM Matrix

Ernie 4.5 Turbo

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

Gemini 3 Pro

Ernie 4.5 Turbo

Ernie 4.5 Turbo

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

Ernie 4.5 Turbo

Gemini 3 Pro

Frequently Asked Questions

Related news

Similar Head-to-Head Comparisons