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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. Llama 3.1 70B vs ByteDance Seed: Seed 1.6

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

Llama 3.1 70B vs ByteDance Seed: Seed 1.6 benchmark

In this head-to-head showdown, Llama 3.1 70B 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: Both Llama 3.1 70B and ByteDance Seed: Seed 1.6 present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Executive Verdict Summary

ByteDance Seed: Seed 1.6 holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
Llama 3.1 70BTop code solve rate
ReasoningGPQA / Live
Llama 3.1 70BTop logical accuracy
Best Value$/1M Tok
Llama 3.1 70BLowest API billing cost
Speed / TokTok/Sec
Llama 3.1 70BFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Llama 3.1 70B (1)ByteDance Seed: Seed 1.6 (2)
Llama 3.1 70B
1 of 3 Wins
✓Output price
ByteDance Seed: Seed 1.6
2 of 3 Wins
✓Input price✓Context window
Meta
Leads 1 of 3
Llama 3.1 70B

Llama 3.1 70B instruct. Predecessor to 3.3 70B and Llama 4.

Elo 1,240In: $0.4 · Out: $0.4/1M
bytedance-seed
Leads 2 of 3
ByteDance Seed: Seed 1.6

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

In: $0.25 · Out: $2/1M
Top Rival Showdowns for Llama 3.1 70B
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 LeaderLlama 3.1 70B Wins

Llama 3.1 70B

$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.

Llama 3.1 70B (7)vsByteDance Seed: Seed 1.6 (2)
Llama 3.1 70B: 7W (78%)Overall: Llama 3.1 70BByteDance Seed: Seed 1.6: 2W (22%)
← Llama 3.1 70BByteDance Seed: Seed 1.6 →
🏆Llama 3.1 70B Leads(4/5)

Intelligence & Reasoning

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

Benchmark
Llama 3.1 70BvsByteDance Seed: Seed 1.6
Preference Elo
1,240vs—
Coding Elo
—vs—
SWE-bench
40.2%vs—
LiveBench
46.8%vs—
GPQA Diamond
48%vs—
Llama 3.1 70B: 4WByteDance Seed: Seed 1.6: 0W
🏆Llama 3.1 70B Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Llama 3.1 70BvsByteDance Seed: Seed 1.6
Output speed
125 tok/svs—
Time to first token
170 msvs—
Llama 3.1 70B: 2WByteDance Seed: Seed 1.6: 0W
🏆ByteDance Seed: Seed 1.6 Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Llama 3.1 70BvsByteDance Seed: Seed 1.6
Output price
$0.4/1Mvs$2/1M+$1.6/1M
Input price
$0.4/1Mvs$0.25/1M+$0.15/1M
Context window
131kvs262k+131k
Llama 3.1 70B: 1WByteDance Seed: Seed 1.6: 2W

Side-by-Side Benchmark Matrix

Llama 3.1 70BByteDance Seed: Seed 1.6
Preference Elo
Llama 3.1 70B1,240
ByteDance Seed: Seed 1.6—
LiveBench
Llama 3.1 70B46.8%
ByteDance Seed: Seed 1.6—
SWE-bench
Llama 3.1 70B40.2%
ByteDance Seed: Seed 1.6—
GPQA Diamond
Llama 3.1 70B48%
ByteDance Seed: Seed 1.6—
Time to first token
Llama 3.1 70B170 ms
ByteDance Seed: Seed 1.6—
Output speed
Llama 3.1 70B125 tok/s
ByteDance Seed: Seed 1.6—
Input priceByteDance Seed: Seed 1.6 +$0.15/1M
Llama 3.1 70B$0.4/1M
ByteDance Seed: Seed 1.6$0.25/1M
Output priceLlama 3.1 70B +$1.6/1M
Llama 3.1 70B$0.4/1M
ByteDance Seed: Seed 1.6$2/1M
Context windowByteDance Seed: Seed 1.6 +131k
Llama 3.1 70B131k
ByteDance Seed: Seed 1.6262k
BenchmarkLlama 3.1 70BByteDance Seed: Seed 1.6Advantage Delta
Preference Elo
1,240
lmarena · Aug 17, 2026
——
LiveBench
46.8%
livebench · Aug 17, 2026
——
SWE-bench
40.2%
swebench · Aug 17, 2026
——
GPQA Diamond
48%
seed-bootstrap · Aug 1, 2026
——
Time to first token
170 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
125 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.4/1M
openrouter · Aug 17, 2026
$0.25/1M
openrouter · Aug 17, 2026
+$0.15/1M
Output price
$0.4/1M
openrouter · Aug 17, 2026
$2/1M
openrouter · Aug 17, 2026
+$1.6/1M
Context window
131k
openrouter · Aug 17, 2026
262k
openrouter · Aug 17, 2026
+131k

Workload Cost & Savings Calculator

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

Save 48% with Llama 3.1 70B
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Llama 3.1 70B$20.00 / mo
In: $14Out: $6
ByteDance Seed: Seed 1.6$38.75 / mo
In: $8.75Out: $30
Estimated Cost Delta

Llama 3.1 70B is estimated to save $18.75/month ($225/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Llama 3.1 70B:Pick Llama 3.1 70B when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatLlama 3.1 70B

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

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGByteDance Seed: Seed 1.6

Larger window (262k).

Screenshots / visionByteDance Seed: Seed 1.6

ByteDance Seed: Seed 1.6 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatLlama 3.1 70BLower output list price ($0.4/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGByteDance Seed: Seed 1.6Larger window (262k).
Screenshots / visionByteDance Seed: Seed 1.6ByteDance Seed: Seed 1.6 is the side marked multimodal in the catalog.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Meta

Llama 3.1 70B

Elo 1,240
SWE-bench40.2%
Speed (tok/s)125 tok/s
Input / 1M Tokens$0.4/1M
Output / 1M Tokens$0.4/1M
bytedance-seed

ByteDance Seed: Seed 1.6

Elo n/a
SWE-bench—
Speed (tok/s)262k
Input / 1M Tokens$0.25/1M
Output / 1M Tokens$2/1M

Frequently Asked Questions

Which is better overall, Llama 3.1 70B or ByteDance Seed: Seed 1.6?
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, Llama 3.1 70B or ByteDance Seed: Seed 1.6?
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?
Llama 3.1 70B output tokens are $0.4/1M versus $2/1M. Input prices and retry rates still move the real bill.
Which is faster, Llama 3.1 70B or ByteDance Seed: Seed 1.6?
We do not have TTFT for both models.
Which has the larger context window?
ByteDance Seed: Seed 1.6 accepts 262k tokens versus 131k.
Can I self-host either model?
Llama 3.1 70B is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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. Llama 3.1 70B and ByteDance Seed: Seed 1.6 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Llama 3.1 70B matchups →|All ByteDance Seed: Seed 1.6 matchups →
Llama 3.1 70B vs Llama 3.1 405B (previous llama)Llama 3.1 70B vs Llama 3.3 70B (next llama)Llama 4 Maverick vs Llama 3.1 70BLlama 4 Scout vs Llama 3.1 70BClaude Opus 4.5 vs Llama 3.1 70BClaude Opus 4.6 vs Llama 3.1 70B