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

Grok 2 vs Llama 4 Vivas

Side-by-side technical and economic comparison between xAI's Grok 2 and Meta / Together's Llama 4 Vivas.

Endpoint Availability & Transition Notice

Grok 2: Classified as a Legacy Reference model (Generally Available).

Core Technical & Pricing Comparison
MetricGrok 2Llama 4 VivasAdvantage
Provider OrganizationxAIMeta / Together
Standard Input / 1M$2.00$0.25Llama 4 Vivas (88% lower)
Cached Input / 1MNone$0.06Llama 4 Vivas lower
Output / 1M$10.00$0.85Llama 4 Vivas lower
Context Window128k1MLlama 4 Vivas (1M)
Max Generation Tokens8.2k128kLlama 4 Vivas
Tokenizer FamilyxAI Byte-level BPE (~131k 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
Grok 2
$3,900.00 / month
$0.0130 / request
Llama 4 VivasLOWER COST
$320.25 / month
$0.00107 / request
Selecting Llama 4 Vivas saves $3,579.75 / month (91.8% savings) over Grok 2.

When to Choose Grok 2

Opt for Grok 2 when your engineering requirements prioritize xAI's ecosystem, specific tokenizer efficiencies (Calibrated xAI Tokenizer (±3%)), or when your expected prompt-to-completion ratios favor its $2/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.