Which model is better: Llama 3.3 70B Instruct or o1?

**Llama 3.3 70B Instruct delivers radical cost savings and speed, though o1 leads in reasoning.** Llama is 99.2% cheaper ($0.12/$0.30 vs. $15.00/$60.00 per 1M tokens) with a 450ms TTFT, running 2,150ms faster than o1. Conversely, o1 outperforms in coding benchmarks, scoring 48.9% on SWE-bench versus Llama's 42.5%.
Verified daily via automated API latency tests and official documentation.

Verified Performance & Unit Economics Delta

Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.

Metric / Dimension Llama 3.3 70B Instruct o1 Net Delta / Advantage
Input Cost / 1M Tokens $0.12 $15.00 Llama 3.3 70B Instruct is 125.0x cheaper
Output Cost / 1M Tokens $0.30 $60.00 Llama 3.3 70B Instruct (99.5% lower)
Prompt Cache Read / 1M $0.030 $7.500 Llama 3.3 70B Instruct is 250.0x cheaper
Prompt Cache Write / 1M $0.12 $15.00 Llama 3.3 70B Instruct is 125.0x cheaper
Avg TTFT Response Latency 450ms 2600ms Llama 3.3 70B Instruct (+2150ms faster)
SWE-bench Verified (Coding) 42.5% 48.9% o1 (+6.4% lead)
Inference Value Score (IVR) 76.6 / 100 35.5 / 100 Llama 3.3 70B Instruct (+41.1 pts)

Interactive Monthly Token Economics & ROI Forecaster

Model your expected production workload across prompt (input) and completion (output) tokens with prompt caching economics.

Live Calculation Engine
10.0M Tokens
100K 50M 250M 500M+
2.5M Tokens
100K 10M 50M 100M+

Estimated Monthly Spend

Llama 3.3 70B Instruct $1.95

$0.12/1M in · $0.30/1M out

Prompt Cache: $0.030/1M read · $0.12/1M write

o1 $300.00

$15.00/1M in · $60.00/1M out

Prompt Cache: $7.500/1M read · $15.00/1M write

Projected Monthly Cost Reduction
$298.05 / mo
(99.4% lower cost with Llama 3.3 70B Instruct)
A

When to Choose Llama 3.3 70B Instruct

Choose Llama 3.3 70B Instruct when you need Cost-optimized on-premise deployments, fast text transformation, structured entity extraction, and enterprise dialogue pipelines. and have an infrastructure budget aligned with $0.12/1M tokens.

B

When to Choose o1

Choose o1 when you need Heavyweight reasoning model engineered for academic research, complex mathematics, and deep multimodal analysis. and prioritize OpenAI ecosystem integration at $15.00/1M tokens.

Related Questions & Decision Factors

Which is cheaper: Llama 3.3 70B Instruct or o1?

Llama 3.3 70B Instruct is cheaper at $0.12/1M input tokens compared to $15.00/1M for o1.

Which model has lower latency: Llama 3.3 70B Instruct or o1?

Llama 3.3 70B Instruct delivers faster response times with an average TTFT of 450ms vs 2600ms for o1.

When should you choose Llama 3.3 70B Instruct?

Choose Llama 3.3 70B Instruct when you need Cost-optimized on-premise deployments, fast text transformation, structured entity extraction, and enterprise dialogue pipelines. and have an infrastructure budget aligned with $0.12/1M tokens.

When should you choose o1?

Choose o1 when you need Heavyweight reasoning model engineered for academic research, complex mathematics, and deep multimodal analysis. and prioritize OpenAI ecosystem integration at $15.00/1M tokens.

Explore Related Model Matchups