Key Specifications

Specification Grok-2Claude 3 Opus
Vendorxaianthropic
Version23-opus
Release Date2024-08-132024-03-04
Context Window131072 tokens200000 tokens
Input Modalitiestext, imagetext, image
Output Modalitiestexttext
LicenseProprietaryProprietary
SOC2
HIPAA
GDPR
ISO 27001

Benchmark Results

Benchmark Grok-2Claude 3 Opus Winner
ARC94.5Claude 3 Opus
BBH8481.6Grok-2
GPQA46Claude 3 Opus
GSM8K93.291.8Grok-2
HUMANEVAL88.483.3Grok-2
IFEVAL79.2Claude 3 Opus
MATH76.842.7Grok-2
MMLU87.581.2Grok-2
MUSR53.3Claude 3 Opus
WINOGRANDE81.9Claude 3 Opus

Pricing Comparison

Tier (per Mtok) Grok-2Claude 3 Opus
Input$2$15
Output$10$75
Cache Read$0$0
Cache Write$0$0

Grok-2 vs Claude 3 Opus

Model Overview

Grok-2 and Claude 3 Opus are both notable options in the AI model market. This page compares their benchmarks, pricing, and compliance.

Key Specifications

Vendor Release Date Context Window License
Xai / Anthropic 2024-08-13 / 2024-03-04 131K / 200K Proprietary / Proprietary

Benchmark Performance

Benchmark Grok-2 Claude 3 Opus Winner
ARC 94.5 B
BBH (BIG-Bench Hard) 84.0 81.6 A
GPQA 46.0 B
GSM8K (Grade School Math 8K) 93.2 91.8 A
HumanEval 88.4 83.3 A
IFEval 79.2 B
MATH 76.8 42.7 A
MMLU (Massive Multitask Language Understanding) 87.5 81.2 A
MUSR 53.3 B
WinoGrande 81.9 B

Pricing Comparison

Input Output Cache Read Cache Write
— / — — / — — / — — / —

per million tokens — A / B

Strengths & Weaknesses

Grok-2

  • ✅ MMLU score 87.5, strong knowledge reasoning.
  • ✅ HumanEval 88.4, excellent code generation.
  • ✅ GSM8K 93.2, robust math reasoning.
  • ✅ Input Modalities: text, image, audio.
  • ⚠️ Proprietary, not self-hostable.

Claude 3 Opus

  • ✅ MMLU score 81.2, strong knowledge reasoning.
  • ✅ HumanEval 83.3, excellent code generation.
  • ✅ GSM8K 91.8, robust math reasoning.
  • ✅ Input Modalities: text, image, audio.
  • ✅ Context window 200K.
  • ⚠️ Proprietary, not self-hostable.

Editor’s Take

Grok-2 and Claude 3 Opus each have their strengths. Choose based on workload (code, long context, vision), referencing the tables above.

FAQ

Which model is better for coding tasks?

Refer to the HumanEval benchmark table; the model with a higher score is better suited for coding tasks.

Which model is cheaper?

Refer to the pricing comparison table above; the model with lower input/output prices is more cost-effective.

Which has a longer context window?

Refer to the key specifications table; the model with a larger context window is better for long documents.

References

Editor's Take

See Editor's Take section.