Instruction following · Novita AI

Llama 3 Novita 8B on IFEval: score, rank and what it means

Llama 3 Novita 8B scores 65.2 on IFEval, placing it #530 of 600 models in the index. The benchmark average is 78.6 and the leader is Claude Opus 4.5 Pro at 96.1.

Score
65.2
0–100 scale
Rank
#530
of 600
Percentile
12th
within the index
Benchmark avg
78.6
all models
Leader
96.1
Claude Opus 4.5 Pro
Gap to leader
30.9
points

Score distribution

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

Claude Opus 4.5 Pro 96.1
Claude Opus 4.5 Reasoning 95.9
GPT-5.2 Pro 95.6
GPT-5.2 Max 95.2
GPT-5.2 Reasoning 95.0
GPT-5.1 Pro 94.8
Gemini 3 Pro Max 94.7
GPT-5.1 Reasoning 94.6
Claude Opus 4.5 Max 94.5
o4 Reasoning 94.5

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
2 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
3 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
4 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
5 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
6 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
7 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9
8 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 o4 Reasoning OpenAI 1000000 $19.69 87.5

What this score means

On IFEval, Llama 3 Novita 8B sits at #530 of 600. The leader, Claude Opus 4.5 Pro, scores 96.1, so the gap to the top is 30.9 points. The median model in this index scores 81.2, which puts Llama 3 Novita 8B below the midpoint.

Novita AI models average 74.1 on this benchmark. Llama 3 Novita 8B is 8.9 points below that provider line, so it is a weaker result than the average Novita AI model.

Among small open-weight models, the average is 64.9. Llama 3 Novita 8B is 0.3 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 65.2 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 $0.99 per million input tokens, Llama 3 Novita 8B is below the median input price of $4.00 across the 600 models scored on IFEval. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Yi-Lightning 7B 01.AI 32768 $1.00 55.9
Gemma 3 7B Google DeepMind 32768 $0.90 55.9
GLM-4.5 1.5B Zhipu AI 16384 $0.65 53.3
Seed-OSS 7B ByteDance 8192 $0.85 55.5
Llama 3 Novita 8B Novita AI 16384 $0.99 55.5
Mixtral Groq 8B Groq 32768 $0.77 54.8
Llama 3 Hyperbolic 7B Hyperbolic 4096 $0.94 55.6

Other benchmarks for Llama 3 Novita 8B

BenchmarkScoreRankPercentileRelative
MMLU-Pro 61.5 509 15th
GPQA Diamond 48.9 534 11th
SWE-bench Verified 40.1 520 13th
HumanEval 59.4 510 15th
MATH-500 59.2 475 21th
AIME 2025 46.9 479 20th
LiveCodeBench 43.8 509 15th
TruthfulQA 60.3 526 12th
HellaSwag 73.5 467 22th
MMMU 52.1 528 12th
Arena Elo 1242.2 505 16th

FAQ

What score does Llama 3 Novita 8B get on IFEval?

Llama 3 Novita 8B scores 65.2 on IFEval in this index. The benchmark average is 78.6 and the top score is 96.1.

How does Llama 3 Novita 8B rank on IFEval?

It ranks #530 of 600 models, in the 12th percentile. The leader is Claude Opus 4.5 Pro at 96.1.

Is Llama 3 Novita 8B good at IFEval?

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 IFEval score calculated?

IFEval is a instruction following 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 Novita 8B cost?

Llama 3 Novita 8B costs $0.99 per million input tokens and $3.71 per million output tokens.

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