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  3. GPT-4o mini vs ByteDance Seed: Seed 1.6 Flash

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

GPT-4o mini vs ByteDance Seed: Seed 1.6 Flash benchmark

In this head-to-head showdown, ByteDance Seed: Seed 1.6 Flash is more budget-friendly at $0.3/1M 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-4o mini if your priority is peak reasoning, complex code generation, and top preference Elo. Choose ByteDance Seed: Seed 1.6 Flash if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

ByteDance Seed: Seed 1.6 Flash holds empirical advantage (3 of 3 metrics)

Coding / SWESWE-bench
GPT-4o miniTop code solve rate
ReasoningGPQA / Live
GPT-4o miniTop logical accuracy
Best Value$/1M Tok
ByteDance Seed: Seed 1.6 FlashLowest API billing cost
Speed / TokTok/Sec
GPT-4o miniFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

GPT-4o mini (0)ByteDance Seed: Seed 1.6 Flash (3)
GPT-4o mini
0 of 3 Wins
Competitive baseline across remaining benchmarks
ByteDance Seed: Seed 1.6 Flash
3 of 3 Wins
✓Input price✓Output price✓Context window
OpenAI
GPT-4o mini

Legacy small OpenAI model. Useful as a cheap baseline.

4o MiniElo 1,272In: $0.15 · Out: $0.6/1M
bytedance-seed
Leads 3 of 3
ByteDance Seed: Seed 1.6 Flash

Auto-discovered from OpenRouter (bytedance-seed/seed-1.6-flash). Preview until a second source matches.

In: $0.075 · Out: $0.3/1M

GPT-4 Series Lineage & Sibling Variants

4 models

Currently comparing GPT-4o mini vs ByteDance Seed: Seed 1.6 Flash. Alternative family tiers available.

Active: GPT-4o mini
GPT-4o$10GPT-4.5 Orion$150OpenAI: GPT-4$60
Top Rival Showdowns for GPT-4o 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 LeaderByteDance Seed: Seed 1.6 Flash Wins

ByteDance Seed: Seed 1.6 Flash

$0.3 / 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.

GPT-4o mini (6)vsByteDance Seed: Seed 1.6 Flash (3)
GPT-4o mini: 6W (67%)Overall: GPT-4o miniByteDance Seed: Seed 1.6 Flash: 3W (33%)
← GPT-4o miniByteDance Seed: Seed 1.6 Flash →
🏆GPT-4o mini Leads(4/5)

Intelligence & Reasoning

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

Benchmark
GPT-4o minivsByteDance Seed: Seed 1.6 Flash
Preference Elo
1,272vs—
Coding Elo
—vs—
SWE-bench
41.2%vs—
LiveBench
48.1%vs—
GPQA Diamond
60.1%vs—
GPT-4o mini: 4WByteDance Seed: Seed 1.6 Flash: 0W
🏆GPT-4o mini Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4o minivsByteDance Seed: Seed 1.6 Flash
Output speed
160 tok/svs—
Time to first token
130 msvs—
GPT-4o mini: 2WByteDance Seed: Seed 1.6 Flash: 0W
🏆ByteDance Seed: Seed 1.6 Flash Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4o minivsByteDance Seed: Seed 1.6 Flash
Output price
$0.6/1Mvs$0.3/1M+$0.3/1M
Input price
$0.15/1Mvs$0.075/1M+$0.075/1M
Context window
128kvs262k+134k
GPT-4o mini: 0WByteDance Seed: Seed 1.6 Flash: 3W

Side-by-Side Benchmark Matrix

GPT-4o miniByteDance Seed: Seed 1.6 Flash
Preference Elo
GPT-4o mini1,272
ByteDance Seed: Seed 1.6 Flash—
LiveBench
GPT-4o mini48.1%
ByteDance Seed: Seed 1.6 Flash—
SWE-bench
GPT-4o mini41.2%
ByteDance Seed: Seed 1.6 Flash—
GPQA Diamond
GPT-4o mini60.1%
ByteDance Seed: Seed 1.6 Flash—
Time to first token
GPT-4o mini130 ms
ByteDance Seed: Seed 1.6 Flash—
Output speed
GPT-4o mini160 tok/s
ByteDance Seed: Seed 1.6 Flash—
Input priceByteDance Seed: Seed 1.6 Flash +$0.075/1M
GPT-4o mini$0.15/1M
ByteDance Seed: Seed 1.6 Flash$0.075/1M
Output priceByteDance Seed: Seed 1.6 Flash +$0.3/1M
GPT-4o mini$0.6/1M
ByteDance Seed: Seed 1.6 Flash$0.3/1M
Context windowByteDance Seed: Seed 1.6 Flash +134k
GPT-4o mini128k
ByteDance Seed: Seed 1.6 Flash262k
BenchmarkGPT-4o miniByteDance Seed: Seed 1.6 FlashAdvantage Delta
Preference Elo
1,272
lmarena · Aug 17, 2026
——
LiveBench
48.1%
livebench · Aug 17, 2026
——
SWE-bench
41.2%
swebench · Aug 17, 2026
——
GPQA Diamond
60.1%
seed-bootstrap · Aug 1, 2026
——
Time to first token
130 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
160 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.15/1M
openrouter · Aug 17, 2026
$0.075/1M
openrouter · Aug 17, 2026
+$0.075/1M
Output price
$0.6/1M
openrouter · Aug 17, 2026
$0.3/1M
openrouter · Aug 17, 2026
+$0.3/1M
Context window
128k
openrouter · Aug 17, 2026
262k
openrouter · Aug 17, 2026
+134k

Workload Cost & Savings Calculator

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

Save 50% with ByteDance Seed: Seed 1.6 Flash
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
GPT-4o mini$14.25 / mo
In: $5.25Out: $9
ByteDance Seed: Seed 1.6 Flash$7.13 / mo
In: $2.63Out: $4.5
Estimated Cost Delta

ByteDance Seed: Seed 1.6 Flash is estimated to save $7.13/month ($86/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    ByteDance Seed: Seed 1.6 Flash:Pick ByteDance Seed: Seed 1.6 Flash when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatByteDance Seed: Seed 1.6 Flash

Lower output list price ($0.3/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGByteDance Seed: Seed 1.6 Flash

Larger window (262k).

Screenshots / visionGPT-4o mini

GPT-4o 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 1.6 FlashLower output list price ($0.3/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGByteDance Seed: Seed 1.6 FlashLarger window (262k).
Screenshots / visionGPT-4o miniGPT-4o mini is the side marked multimodal in the catalog.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

GPT-4o mini

Elo 1,272
SWE-bench41.2%
Speed (tok/s)160 tok/s
Input / 1M Tokens$0.15/1M
Output / 1M Tokens$0.6/1M
bytedance-seed

ByteDance Seed: Seed 1.6 Flash

Elo n/a
SWE-bench—
Speed (tok/s)262k
Input / 1M Tokens$0.075/1M
Output / 1M Tokens$0.3/1M

Frequently Asked Questions

Which is better overall, GPT-4o mini or ByteDance Seed: Seed 1.6 Flash?
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-4o mini or ByteDance Seed: Seed 1.6 Flash?
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 1.6 Flash output tokens are $0.3/1M versus $0.6/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4o mini or ByteDance Seed: Seed 1.6 Flash?
We do not have TTFT for both models.
Which has the larger context window?
ByteDance Seed: Seed 1.6 Flash 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. GPT-4o mini and ByteDance Seed: Seed 1.6 Flash Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All GPT-4o mini matchups →|All ByteDance Seed: Seed 1.6 Flash matchups →
GPT-4o mini vs OpenAI o1-mini (next gpt-mini)GPT-5 vs GPT-4o miniGPT-4.5 Orion vs GPT-4o miniGPT-5.6 Sol vs GPT-4o miniGPT-5.6 Terra vs GPT-4o miniGPT-4 Turbo vs GPT-4o mini