Preference · Lambda

Llama 3 Lambda 8B on Arena Elo: score, rank and what it means

Llama 3 Lambda 8B scores 1240.4 on Arena Elo, placing it #513 of 600 models in the index. The benchmark average is 1349.9 and the leader is Claude Opus 4.5 Max at 1501.9.

Score
1240.4
0–100 scale
Rank
#513
of 600
Percentile
15th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
261.5
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Llama 3 Lambda 8B highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Max 1501.9
GPT-5.2 Reasoning 1500.4
GPT-5.2 Turbo 1500.3
Claude Opus 4.5 Reasoning 1497.5
GPT-5.2 Max 1495.3
Gemini 3 Pro Turbo 1494.9
Grok 4 Max 1491.4
Claude Opus 4.5 1491.2
GPT-5.1 Pro 1490.0
Grok 4 Reasoning 1487.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
2 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
3 GPT-5.2 Turbo OpenAI 1000000 $20.73 87.4
4 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
5 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
6 Gemini 3 Pro Turbo Google DeepMind 400000 $19.62 86.4
7 Grok 4 Max xAI 2000000 $19.70 86.6
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
10 Grok 4 Reasoning xAI 2000000 $19.67 87.8

What this score means

On Arena Elo, Llama 3 Lambda 8B sits at #513 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 261.5 points. The median model in this index scores 1373.8, which puts Llama 3 Lambda 8B below the midpoint.

Lambda models average 1311.2 on this benchmark. Llama 3 Lambda 8B is 70.8 points below that provider line, so it is a weaker result than the average Lambda model.

Among small open-weight models, the average is 1224.7. Llama 3 Lambda 8B is 15.7 points above that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 1240.4 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.

Price context

At $1.03 per million input tokens, Llama 3 Lambda 8B is below the median input price of $4.00 across the 600 models scored on Arena Elo. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Llama 3 Modal 7B Modal 4096 $0.88 55.2
Llama 3 Replicate 8B Replicate 32768 $1.00 57.0
Llama 3.3 Groq 7B Groq 16384 $1.01 56.7
Pythia Base EleutherAI 16384 $0.99 55.9
Llama 3 Lambda 8B Lambda 4096 $1.03 57.2
Kimi K2 1.5B Moonshot AI 4096 $0.99 56.8
Seed-OSS 7B ByteDance 8192 $0.85 55.5

Other benchmarks for Llama 3 Lambda 8B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 63.7 478 20th
GPQA Diamond 53.8 485 19th
SWE-bench Verified 43.7 482 20th
HumanEval 61.9 469 22th
MATH-500 58.0 489 19th
AIME 2025 46.5 483 20th
LiveCodeBench 45.4 494 18th
IFEval 68.7 481 20th
TruthfulQA 60.8 521 13th
HellaSwag 71.2 516 14th
MMMU 55.5 493 18th

FAQ

What score does Llama 3 Lambda 8B get on Arena Elo?

Llama 3 Lambda 8B scores 1240.4 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Llama 3 Lambda 8B rank on Arena Elo?

It ranks #513 of 600 models, in the 15th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Llama 3 Lambda 8B good at Arena Elo?

It is below the median for this benchmark, so test it carefully before relying on it for this capability. The result should be read alongside its price and context window.

How is the Arena Elo score calculated?

Arena Elo is a preference benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.

What does Llama 3 Lambda 8B cost?

Llama 3 Lambda 8B costs $1.03 per million input tokens and $4.78 per million output tokens.

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