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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. Ernie 4.5 Turbo vs Google: Gemini 3.1 Flash Lite Preview

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

Ernie 4.5 Turbo vs Google: Gemini 3.1 Flash Lite Preview benchmark

In this head-to-head showdown, Ernie 4.5 Turbo is more budget-friendly at $1.2/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both Ernie 4.5 Turbo and Google: Gemini 3.1 Flash Lite Preview present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
Share Analysis:
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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
Google: Gemini 3.1 Flash Lite Preview

Auto-discovered from OpenRouter (google/gemini-3.1-flash-lite-preview). Preview until a second source matches.

$1.5/1M out
Top Rival Showdowns for Ernie 4.5 Turbo
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar Leader

Ernie 4.5 Turbo

$1.2 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

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 AdvantageErnie 4.5 Turbo 5/6
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Ernie 4.5 Turbo (8)vsGoogle: Gemini 3.1 Flash Lite Preview (2)
Ernie 4.5 Turbo: 8W (80%)Overall: Ernie 4.5 TurboGoogle: Gemini 3.1 Flash Lite Preview: 2W (20%)
← Ernie 4.5 TurboGoogle: Gemini 3.1 Flash Lite Preview →
Ernie 4.5 Turbo (5/5)

Intelligence & Reasoning

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

Preference Elo
1,450vs—
Coding Elo
1,435vs—
SWE-bench
57%vs—
LiveBench
61%vs—
GPQA Diamond
74.5%vs—
Ernie 4.5 Turbo: 5WGoogle: Gemini 3.1 Flash Lite Preview: 0W
Ernie 4.5 Turbo (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
95 tok/svs—
Time to first token
200 msvs—
Ernie 4.5 Turbo: 2WGoogle: Gemini 3.1 Flash Lite Preview: 0W
Google: Gemini 3.1 Flash Lite Preview (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$1.2/1Mvs$1.5/1M
Input price
$0.3/1Mvs$0.25/1M
Context window
128kvs1M
Ernie 4.5 Turbo: 1WGoogle: Gemini 3.1 Flash Lite Preview: 2W

Side-by-Side Benchmark Matrix

Preference Elo
Ernie 4.5 Turbo1,450
lmarena · Aug 17, 2026
Google: Gemini 3.1 Flash Lite Preview—
Coding Elo
Ernie 4.5 Turbo1,435
lmarena · Aug 17, 2026
Google: Gemini 3.1 Flash Lite Preview—
LiveBench
Ernie 4.5 Turbo61%
livebench · Aug 17, 2026
Google: Gemini 3.1 Flash Lite Preview—
SWE-bench
Ernie 4.5 Turbo57%
swebench · Aug 17, 2026
Google: Gemini 3.1 Flash Lite Preview—
GPQA Diamond
Ernie 4.5 Turbo74.5%
seed-bootstrap · Aug 1, 2026
Google: Gemini 3.1 Flash Lite Preview—
Time to first token
Ernie 4.5 Turbo200 ms
seed-bootstrap · Aug 1, 2026
Google: Gemini 3.1 Flash Lite Preview—
Output speed
Ernie 4.5 Turbo95 tok/s
seed-bootstrap · Aug 1, 2026
Google: Gemini 3.1 Flash Lite Preview—
Input priceGoogle: Gemini 3.1 Flash Lite Preview (+$0.05/1M)
Ernie 4.5 Turbo$0.3/1M
seed-bootstrap · Aug 1, 2026
Google: Gemini 3.1 Flash Lite Preview$0.25/1M
openrouter · Aug 17, 2026
Output priceErnie 4.5 Turbo (+$0.3/1M)
Ernie 4.5 Turbo$1.2/1M
seed-bootstrap · Aug 1, 2026
Google: Gemini 3.1 Flash Lite Preview$1.5/1M
openrouter · Aug 17, 2026
Context windowGoogle: Gemini 3.1 Flash Lite Preview (+921k)
Ernie 4.5 Turbo128k
seed-bootstrap · Aug 1, 2026
Google: Gemini 3.1 Flash Lite Preview1M
openrouter · Aug 17, 2026
BenchmarkErnie 4.5 TurboGoogle: Gemini 3.1 Flash Lite PreviewAdvantage Delta
Preference Elo
1,450
lmarena · Aug 17, 2026
——
Coding Elo
1,435
lmarena · Aug 17, 2026
——
LiveBench
61%
livebench · Aug 17, 2026
——
SWE-bench
57%
swebench · Aug 17, 2026
——
GPQA Diamond
74.5%
seed-bootstrap · Aug 1, 2026
——
Time to first token
200 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
95 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.3/1M
seed-bootstrap · Aug 1, 2026
$0.25/1M
openrouter · Aug 17, 2026
Google: Gemini 3.1 Flash Lite Preview (+$0.05/1M)
Output price
$1.2/1M
seed-bootstrap · Aug 1, 2026
$1.5/1M
openrouter · Aug 17, 2026
Ernie 4.5 Turbo (+$0.3/1M)
Context window
128k
seed-bootstrap · Aug 1, 2026
1M
openrouter · Aug 17, 2026
Google: Gemini 3.1 Flash Lite Preview (+921k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 9% 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: $10.5Out: $18
Google: Gemini 3.1 Flash Lite Preview$31.25 / mo
In: $8.75Out: $22.5
Estimated Cost Delta

Ernie 4.5 Turbo is estimated to save $2.75/month ($33/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Ernie 4.5 Turbo:Pick Ernie 4.5 Turbo when you are optimizing output cost.
  • 2
    Google: Gemini 3.1 Flash Lite Preview:Pick Google: Gemini 3.1 Flash Lite Preview for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatErnie 4.5 Turbo

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

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGGoogle: Gemini 3.1 Flash Lite Preview

Larger window (1M).

Screenshots / visionErnie 4.5 Turbo

Ernie 4.5 Turbo is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatErnie 4.5 TurboLower output list price ($1.2/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGGoogle: Gemini 3.1 Flash Lite PreviewLarger window (1M).
Screenshots / visionErnie 4.5 TurboErnie 4.5 Turbo is the side marked multimodal in the catalog.
Community Sentiment

Cast Your Matchup Vote

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Baidu

Ernie 4.5 Turbo

Elo 1,450
LiveBench61%
SWE-bench57%
Speed95 tok/s
Output cost$1.2/1M
Google

Google: Gemini 3.1 Flash Lite Preview

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$1.5/1M

Frequently Asked Questions

Which is better overall, Ernie 4.5 Turbo or Google: Gemini 3.1 Flash Lite Preview?
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, Ernie 4.5 Turbo or Google: Gemini 3.1 Flash Lite Preview?
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?
Ernie 4.5 Turbo output tokens are $1.2/1M versus $1.5/1M. Input prices and retry rates still move the real bill.
Which is faster, Ernie 4.5 Turbo or Google: Gemini 3.1 Flash Lite Preview?
We do not have TTFT for both models.
Which has the larger context window?
Google: Gemini 3.1 Flash Lite Preview accepts 1M 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 Google: Gemini 3.1 Flash Lite Preview 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 Google: Gemini 3.1 Flash Lite Preview matchups →
Ernie 4.5 Turbo vs Yi-Lightning (previous other)Gemini 2.0 Flash Thinking vs Ernie 4.5 TurboGemini 3 Flash vs Ernie 4.5 TurboGemini 3.6 Flash vs Ernie 4.5 TurboGemini 3.7 Flash vs Ernie 4.5 TurboGemini 3 Pro vs Ernie 4.5 Turbo