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TokenMath.net
Updated 2026-09-22 11:16 UTC
Head-to-Head Specification Battle

OpenAI o1 vs Llama 4 Vivas

Side-by-side technical and economic comparison between OpenAI's OpenAI o1 and Meta / Together's Llama 4 Vivas.

Endpoint Availability & Transition Notice

OpenAI o1: Classified as a Legacy Reference model (Generally Available).

Core Technical & Pricing Comparison
MetricOpenAI o1Llama 4 VivasAdvantage
Provider OrganizationOpenAIMeta / Together
Standard Input / 1M$15.00$0.25Llama 4 Vivas (98% lower)
Cached Input / 1M$7.50$0.06Llama 4 Vivas lower
Output / 1M$60.00$0.85Llama 4 Vivas lower
Context Window200k1MLlama 4 Vivas (1M)
Max Generation Tokens100k128kLlama 4 Vivas
Tokenizer FamilyOpenAI o200k_base (200k vocabulary)Meta Llama 3 Tokenizer (128k vocabulary)

Interactive Side-by-Side Cost Simulator

Live Delta
Input Tokens / Req2,500
Output Tokens / Req800
Daily Requests10,000
OpenAI o1
$22,837.50 / month
$0.0761 / request
Llama 4 VivasLOWER COST
$320.25 / month
$0.00107 / request
Selecting Llama 4 Vivas saves $22,517.25 / month (98.6% savings) over OpenAI o1.

When to Choose OpenAI o1

Opt for OpenAI o1 when your engineering requirements prioritize OpenAI's ecosystem, specific tokenizer efficiencies (Exact BPE (o200k_base)), or when your expected prompt-to-completion ratios favor its $15/M input rate.

When to Choose Llama 4 Vivas

Opt for Llama 4 Vivas when looking for Meta / Together's tooling integration, specific context window depth (1M tokens), or when output generation volume favors its $0.85/M rate.