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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. GPT-5 mini vs ByteDance Seed: Seed-2.0-Mini

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

GPT-5 mini 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 GPT-5 mini 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.
Share Analysis:
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OpenAI
GPT-5 mini

Cost-efficient GPT-5 distill for high-volume agents.

Mini DistillElo 1,410$2/1M out
bytedance-seed
ByteDance Seed: Seed-2.0-Mini

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

$0.39999999999999997/1M out

GPT-5 Series Family & Variants (2)

Speed, cost, and intelligence tradeoffs across the OpenAI lineup

vs Base Model
GPT-5
OpenAI
Base Model
Reasoning
Elo1558
Speed78 t/s
In /1M$1.25
Out /1M$10
View specs →vs this
GPT-5 mini
OpenAI
Mini Distill
Elo1410
Speed155 t/s
In /1M$0.25
Out /1M$2
-148 Elo-80% price2.0x speed
Selected
Top Rival Showdowns for GPT-5 mini
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar Leader

ByteDance Seed: Seed-2.0-Mini

$0.39999999999999997 / 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 AdvantageGPT-5 mini 5/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

GPT-5 mini (8)vsByteDance Seed: Seed-2.0-Mini (2)
GPT-5 mini: 8W (80%)Overall: GPT-5 miniByteDance Seed: Seed-2.0-Mini: 2W (20%)
← GPT-5 miniByteDance Seed: Seed-2.0-Mini →
GPT-5 mini (5/5)

Intelligence & Reasoning

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

Preference Elo
1,410vs—
Coding Elo
1,395vs—
SWE-bench
52.4%vs—
LiveBench
61.2%vs—
GPQA Diamond
72%vs—
GPT-5 mini: 5WByteDance Seed: Seed-2.0-Mini: 0W
GPT-5 mini (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
155 tok/svs—
Time to first token
140 msvs—
GPT-5 mini: 2WByteDance Seed: Seed-2.0-Mini: 0W
ByteDance Seed: Seed-2.0-Mini (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$2/1Mvs$0.4/1M
Input price
$0.25/1Mvs$0.1/1M
Context window
400kvs262k
GPT-5 mini: 1WByteDance Seed: Seed-2.0-Mini: 2W

Side-by-Side Benchmark Matrix

Preference Elo
GPT-5 mini1,410
lmarena · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini—
Coding Elo
GPT-5 mini1,395
lmarena · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini—
LiveBench
GPT-5 mini61.2%
livebench · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini—
SWE-bench
GPT-5 mini52.4%
swebench · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini—
GPQA Diamond
GPT-5 mini72%
seed-bootstrap · Aug 1, 2026
ByteDance Seed: Seed-2.0-Mini—
Time to first token
GPT-5 mini140 ms
seed-bootstrap · Aug 1, 2026
ByteDance Seed: Seed-2.0-Mini—
Output speed
GPT-5 mini155 tok/s
seed-bootstrap · Aug 1, 2026
ByteDance Seed: Seed-2.0-Mini—
Input priceByteDance Seed: Seed-2.0-Mini (+$0.15/1M)
GPT-5 mini$0.25/1M
openrouter · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini$0.1/1M
openrouter · Aug 17, 2026
Output priceByteDance Seed: Seed-2.0-Mini (+$1.6/1M)
GPT-5 mini$2/1M
openrouter · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini$0.4/1M
openrouter · Aug 17, 2026
Context windowGPT-5 mini (+138k)
GPT-5 mini400k
openrouter · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini262k
openrouter · Aug 17, 2026
BenchmarkGPT-5 miniByteDance Seed: Seed-2.0-MiniAdvantage Delta
Preference Elo
1,410
lmarena · Aug 17, 2026
——
Coding Elo
1,395
lmarena · Aug 17, 2026
——
LiveBench
61.2%
livebench · Aug 17, 2026
——
SWE-bench
52.4%
swebench · Aug 17, 2026
——
GPQA Diamond
72%
seed-bootstrap · Aug 1, 2026
——
Time to first token
140 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
155 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.25/1M
openrouter · Aug 17, 2026
$0.1/1M
openrouter · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini (+$0.15/1M)
Output price
$2/1M
openrouter · Aug 17, 2026
$0.4/1M
openrouter · Aug 17, 2026
ByteDance Seed: Seed-2.0-Mini (+$1.6/1M)
Context window
400k
openrouter · Aug 17, 2026
262k
openrouter · Aug 17, 2026
GPT-5 mini (+138k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 75% 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)
GPT-5 mini$38.75 / mo
In: $8.75Out: $30
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 $29.25/month ($351/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 RAGGPT-5 mini

Larger window (400k).

Screenshots / visionGPT-5 mini

GPT-5 mini 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 RAGGPT-5 miniLarger window (400k).
Screenshots / visionGPT-5 miniGPT-5 mini is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchAug 8, 2025

GPT-5 mini: the 2025 distill still useful as a cheap OpenAI baseline

High-volume agents that cannot pay Sol. Compare to Luna before you assume the new cheap SKU wins.

Community Sentiment

Cast Your Matchup Vote

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
OpenAI

GPT-5 mini

Elo 1,410
LiveBench61.2%
SWE-bench52.4%
Speed155 tok/s
Output cost$2/1M
bytedance-seed

ByteDance Seed: Seed-2.0-Mini

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$0.4/1M

Frequently Asked Questions

Which is better overall, GPT-5 mini 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, GPT-5 mini 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 $2/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-5 mini or ByteDance Seed: Seed-2.0-Mini?
We do not have TTFT for both models.
Which has the larger context window?
GPT-5 mini accepts 400k tokens versus 262k.
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. GPT-5 mini and ByteDance Seed: Seed-2.0-Mini Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Aug 8, 2025

    GPT-5 mini: the 2025 distill still useful as a cheap OpenAI baseline

Similar Head-to-Head Comparisons

All GPT-5 mini matchups →|All ByteDance Seed: Seed-2.0-Mini matchups →
GPT-5 mini vs OpenAI: o3 Mini (previous gpt-mini)GPT-5 mini vs GPT-5.6 Luna (next gpt-mini)GPT-4.5 Orion vs GPT-5 miniGPT-5.6 Terra vs GPT-5 miniGPT-5 vs GPT-5 miniGPT-5.6 Sol vs GPT-5 mini