Claude Sonnet 4.6 vs Llama 3.2 90B Vision Instruct
Claude Sonnet 4.6 vs Llama 3.2 90B Vision Instruct: Llama 3.2 90B Vision Instruct is cheaper by 86% on average. Claude Sonnet 4.6 from Azure AI Foundry (1,000,000-token context, reasoning, tool calls) vs. Llama 3.2 90B Vision Instruct from Azure AI Foundry (128,000-token context, tool calls). Use Agent Command Center to A/B both in shadow mode and pick the winner per workload.
Side-by-side cost
Live workload comparison
Same workload run through both models. The cheaper one is highlighted.
3,000
01,000,000
400
064,000
5,000
01,000,000
At this workload, Llama 3.2 90B Vision Instruct is 54% cheaper than Claude Sonnet 4.6 — a savings of $1,227/month ($14,727/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
model: llama-3-2-90b-vision-instruct
provider: azure-ai-foundry
fallback:
model: claude-sonnet-4-6
provider: azure-ai-foundry
shadow: { sample_rate: 0.05 } # mirror 5% of traffic to compare quality live| Claude Sonnet 4.6 | Llama 3.2 90B Vision Instruct | |
|---|---|---|
| Input price | $3.00/M | $2.04/M |
| Output price | $15.00/M | $2.04/M |
| Context window | 1,000,000 | 128,000 |
| Max output | 64,000 | 2,048 |
| Function calling | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio input | — | — |
| Reasoning | ✓ | — |
| Prompt caching | ✓ | — |
| Structured output | ✓ | — |
| Pricing verified | May 12, 2026 | May 12, 2026 |
Benchmark comparison
Side-by-side public benchmark scores. Greener bar = winner.
Chatbot Arena ELOgeneral
Claude Sonnet 4.6
1,466
Llama 3.2 90B Vision Instruct
—
τ-bench (retail)agent
Claude Sonnet 4.6
91.7%
Llama 3.2 90B Vision Instruct
—
GPQA Diamondreasoning
Claude Sonnet 4.6
89.9%
Llama 3.2 90B Vision Instruct
—
SWE-bench Verifiedagent
Claude Sonnet 4.6
79.6%
Llama 3.2 90B Vision Instruct
—
MMMU-Promultimodal
Claude Sonnet 4.6
74.5%
Llama 3.2 90B Vision Instruct
—
ARC-AGI-2reasoning
Claude Sonnet 4.6
58.3%
Llama 3.2 90B Vision Instruct
—
Humanity's Last Examreasoning
Claude Sonnet 4.6
33.2%
Llama 3.2 90B Vision Instruct
—