Compare/Llama 3.2 Instruct 11B (Vision) vs Step 3.5 Flash 2603

Llama 3.2 Instruct 11B (Vision)vsStep 3.5 Flash 2603

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

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Llama 3.2 Instruct 11B (Vision)

Input
$0.345/M
Output
$0.345/M
Speed
65 tok/s
TTFT
0.58s
StepFun

Step 3.5 Flash 2603

Input
$0.1/M
Output
$0.3/M
Speed
180 tok/s
TTFT
0.92s

Winner by Category

Cheaper
Step 3.5 Flash 2603
Faster (tok/s)
Step 3.5 Flash 2603
Lower Latency
Llama 3.2 Instruct 11B (Vision)
Benchmarks (5-6)
Step 3.5 Flash 2603

Pricing Comparison

MetricLlama 3.2 Instruct 11B (Vision)Step 3.5 Flash 2603
Input ($/M tokens)$0.345$0.1
Output ($/M tokens)$0.345$0.3
Cost for 1M input + 100K output tokens:
Llama 3.2 Instruct 11B (Vision)$0.38
Step 3.5 Flash 2603$0.13

Speed Comparison

Output Speed (tokens/s) — higher is better
Llama 3.2 Instruct 11B (Vision)
65 tok/s
Step 3.5 Flash 2603
180 tok/s
Time to First Token (seconds) — lower is better
Llama 3.2 Instruct 11B (Vision)
0.58s
Step 3.5 Flash 2603
0.92s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
3.326.0
Coding Index
Math Index
1.7
GPQA Diamond
22.1%82.6%
MMLU-Pro
46.4%
LiveCodeBench
11.0%
AIME 2025
1.7%
MATH-500
51.6%
Humanity's Last Exam
5.2%22.6%
SciCode
11.2%38.5%
IFBench
30.4%66.5%
TerminalBench
0.8%32.6%
Llama 3.2 Instruct 11B (Vision)5 wins
6 winsStep 3.5 Flash 2603

Frequently Asked Questions

Which is cheaper, Llama 3.2 Instruct 11B (Vision) or Step 3.5 Flash 2603?

Step 3.5 Flash 2603 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.15/M tokens vs $0.34/M for Llama 3.2 Instruct 11B (Vision).

Which model performs better on benchmarks?

Step 3.5 Flash 2603 wins 6 out of 12 benchmarks compared to 5 for Llama 3.2 Instruct 11B (Vision). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Step 3.5 Flash 2603 generates tokens faster at 180 tok/s vs 65 tok/s. Llama 3.2 Instruct 11B (Vision) also has lower time-to-first-token (0.58s vs 0.92s).

When should I use Llama 3.2 Instruct 11B (Vision) vs Step 3.5 Flash 2603?

Choose based on your priorities: Step 3.5 Flash 2603 for lower cost, Step 3.5 Flash 2603 for stronger benchmark performance, and Step 3.5 Flash 2603 for faster generation. For latency-sensitive apps, check the TTFT comparison above.