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  3. Ernie 4.5 Turbo vs ByteDance Seed: Seed-2.0-Mini

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

Ernie 4.5 Turbo vs ByteDance Seed: Seed-2.0-Mini benchmark

In this head-to-head showdown, ByteDance Seed: Seed-2.0-Mini is more budget-friendly at $0.4/1M 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: Choose Ernie 4.5 Turbo if your priority is peak reasoning, complex code generation, and top preference Elo. Choose ByteDance Seed: Seed-2.0-Mini if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

ByteDance Seed: Seed-2.0-Mini holds empirical advantage (3 of 3 metrics)

Coding / SWESWE-bench
Ernie 4.5 TurboTop code solve rate
ReasoningGPQA / Live
Ernie 4.5 TurboTop logical accuracy
Best Value$/1M Tok
ByteDance Seed: Seed-2.0-MiniLowest API billing cost
Speed / TokTok/Sec
Ernie 4.5 TurboFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Ernie 4.5 Turbo (0)ByteDance Seed: Seed-2.0-Mini (3)
Ernie 4.5 Turbo
0 of 3 Wins
Competitive baseline across remaining benchmarks
ByteDance Seed: Seed-2.0-Mini
3 of 3 Wins
✓Input price✓Output price✓Context window
Baidu
Ernie 4.5 Turbo

Baidu current multimodal enterprise foundation model with broad Chinese knowledge.

Elo 1,450In: $0.3 · Out: $1.2/1M
bytedance-seed
Leads 3 of 3
ByteDance Seed: Seed-2.0-Mini

Auto-discovered from OpenRouter (bytedance-seed/seed-2.0-mini). Preview until a second source matches.

In: $0.1 · Out: $0.4/1M
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 LeaderByteDance Seed: Seed-2.0-Mini Wins

ByteDance Seed: Seed-2.0-Mini

$0.39999999999999997 / 1M output

Capability Percentiles

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

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

Ernie 4.5 Turbo (7)vsByteDance Seed: Seed-2.0-Mini (3)
Ernie 4.5 Turbo: 7W (70%)Overall: Ernie 4.5 TurboByteDance Seed: Seed-2.0-Mini: 3W (30%)
← Ernie 4.5 TurboByteDance Seed: Seed-2.0-Mini →
🏆Ernie 4.5 Turbo Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Ernie 4.5 TurbovsByteDance Seed: Seed-2.0-Mini
Preference Elo
1,450vs—
Coding Elo
1,435vs—
SWE-bench
57%vs—
LiveBench
61%vs—
GPQA Diamond
74.5%vs—
Ernie 4.5 Turbo: 5WByteDance Seed: Seed-2.0-Mini: 0W
🏆Ernie 4.5 Turbo Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Ernie 4.5 TurbovsByteDance Seed: Seed-2.0-Mini
Output speed
95 tok/svs—
Time to first token
200 msvs—
Ernie 4.5 Turbo: 2WByteDance Seed: Seed-2.0-Mini: 0W
🏆ByteDance Seed: Seed-2.0-Mini Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Ernie 4.5 TurbovsByteDance Seed: Seed-2.0-Mini
Output price
$1.2/1Mvs$0.4/1M+$0.8/1M
Input price
$0.3/1Mvs$0.1/1M+$0.2/1M
Context window
128kvs262k+134k
Ernie 4.5 Turbo: 0WByteDance Seed: Seed-2.0-Mini: 3W

Side-by-Side Benchmark Matrix

Ernie 4.5 TurboByteDance Seed: Seed-2.0-Mini
Preference Elo
Ernie 4.5 Turbo1,450
ByteDance Seed: Seed-2.0-Mini—
Coding Elo
Ernie 4.5 Turbo1,435
ByteDance Seed: Seed-2.0-Mini—
LiveBench
Ernie 4.5 Turbo61%
ByteDance Seed: Seed-2.0-Mini—
SWE-bench
Ernie 4.5 Turbo57%
ByteDance Seed: Seed-2.0-Mini—
GPQA Diamond
Ernie 4.5 Turbo74.5%
ByteDance Seed: Seed-2.0-Mini—
Time to first token
Ernie 4.5 Turbo200 ms
ByteDance Seed: Seed-2.0-Mini—
Output speed
Ernie 4.5 Turbo95 tok/s
ByteDance Seed: Seed-2.0-Mini—
Input priceByteDance Seed: Seed-2.0-Mini +$0.2/1M
Ernie 4.5 Turbo$0.3/1M
ByteDance Seed: Seed-2.0-Mini$0.1/1M
Output priceByteDance Seed: Seed-2.0-Mini +$0.8/1M
Ernie 4.5 Turbo$1.2/1M
ByteDance Seed: Seed-2.0-Mini$0.4/1M
Context windowByteDance Seed: Seed-2.0-Mini +134k
Ernie 4.5 Turbo128k
ByteDance Seed: Seed-2.0-Mini262k
BenchmarkErnie 4.5 TurboByteDance Seed: Seed-2.0-MiniAdvantage 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
$0.1/1M
openrouter · Aug 17, 2026
+$0.2/1M
Output price
$1.2/1M
seed-bootstrap · Aug 1, 2026
$0.4/1M
openrouter · Aug 17, 2026
+$0.8/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
262k
openrouter · Aug 17, 2026
+134k

Workload Cost & Savings Calculator

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

Save 67% with ByteDance Seed: Seed-2.0-Mini
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
ByteDance Seed: Seed-2.0-Mini$9.50 / mo
In: $3.5Out: $6
Estimated Cost Delta

ByteDance Seed: Seed-2.0-Mini is estimated to save $19.00/month ($228/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    ByteDance Seed: Seed-2.0-Mini:Pick ByteDance Seed: Seed-2.0-Mini when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatByteDance Seed: Seed-2.0-Mini

Lower output list price ($0.4/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGByteDance Seed: Seed-2.0-Mini

Larger window (262k).

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 chatByteDance Seed: Seed-2.0-MiniLower output list price ($0.4/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGByteDance Seed: Seed-2.0-MiniLarger window (262k).
Screenshots / visionErnie 4.5 TurboErnie 4.5 Turbo is the side marked multimodal in the catalog.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Baidu

Ernie 4.5 Turbo

Elo 1,450
SWE-bench57%
Speed (tok/s)95 tok/s
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$1.2/1M
bytedance-seed

ByteDance Seed: Seed-2.0-Mini

Elo n/a
SWE-bench—
Speed (tok/s)262k
Input / 1M Tokens$0.1/1M
Output / 1M Tokens$0.4/1M

Frequently Asked Questions

Which is better overall, Ernie 4.5 Turbo or ByteDance Seed: Seed-2.0-Mini?
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 ByteDance Seed: Seed-2.0-Mini?
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?
ByteDance Seed: Seed-2.0-Mini output tokens are $0.4/1M versus $1.2/1M. Input prices and retry rates still move the real bill.
Which is faster, Ernie 4.5 Turbo or ByteDance Seed: Seed-2.0-Mini?
We do not have TTFT for both models.
Which has the larger context window?
ByteDance Seed: Seed-2.0-Mini accepts 262k 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 ByteDance Seed: Seed-2.0-Mini 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 ByteDance Seed: Seed-2.0-Mini matchups →
Ernie 4.5 Turbo vs Yi-Lightning (previous other)Mistral Large 3 vs Ernie 4.5 TurboDoubao Pro 1.5 vs Ernie 4.5 TurboGemini 2.0 Flash Thinking vs Ernie 4.5 TurboGemini 3 Flash vs Ernie 4.5 TurboGemini 3.6 Flash vs Ernie 4.5 Turbo