Instruction following · Novita AI

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

Llama 3 Novita Instruct scores 81.4 on IFEval, placing it #293 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
81.4
0–100 scale
Rank
#293
of 600
Percentile
51th
within the index
Benchmark avg
78.6
all models
Leader
96.1
Claude Opus 4.5 Pro
Gap to leader
14.7
points

Score distribution

The chart shows the top 10 models on IFEval, with Llama 3 Novita Instruct 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 Instruct sits at #293 of 600. The leader, Claude Opus 4.5 Pro, scores 96.1, so the gap to the top is 14.7 points. The median model in this index scores 81.2, which puts Llama 3 Novita Instruct above the midpoint.

Novita AI models average 74.1 on this benchmark. Llama 3 Novita Instruct is 7.3 points above that provider line, so it is a stronger result than the average Novita AI model.

Among multimodal models, the average is 85.2. Llama 3 Novita Instruct is 3.8 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 81.4 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 $3.94 per million input tokens, Llama 3 Novita Instruct 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
GPT-4.1 Mini OpenAI 128000 $10.43 74.3
Llama 3 DeepInfra DeepInfra 128000 $3.67 74.0
Llama 3 DeepInfra Chat DeepInfra 200000 $3.74 75.0
Llama 3 Modal Modal 32768 $3.82 74.9
Llama 3 Novita Instruct Novita AI 32768 $3.94 75.6
Nemotron 4 Base NVIDIA 8192 $3.29 73.0
Llama 3 Replicate Base Replicate 65536 $3.15 72.1

Other benchmarks for Llama 3 Novita Instruct

BenchmarkScoreRankPercentileRelative
MMLU-Pro 77.5 260 57th
GPQA Diamond 73.8 175 71th
SWE-bench Verified 63.2 250 58th
HumanEval 82.2 182 70th
MATH-500 79.9 212 65th
AIME 2025 70.2 254 58th
LiveCodeBench 68.3 220 63th
TruthfulQA 80.1 174 71th
HellaSwag 84.5 266 56th
MMMU 70.9 273 55th
Arena Elo 1395.1 228 62th

FAQ

What score does Llama 3 Novita Instruct get on IFEval?

Llama 3 Novita Instruct scores 81.4 on IFEval in this index. The benchmark average is 78.6 and the top score is 96.1.

How does Llama 3 Novita Instruct rank on IFEval?

It ranks #293 of 600 models, in the 51st percentile. The leader is Claude Opus 4.5 Pro at 96.1.

Is Llama 3 Novita Instruct good at IFEval?

Yes, relative to the index: it is above the median and inside the top half of scores. 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 Instruct cost?

Llama 3 Novita Instruct costs $3.94 per million input tokens and $19.63 per million output tokens.

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