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Anthropic

Claude 3 Opus

Anthropic · dense · 175B parameters · 200,000 context

Quality
88.0

Architecture Details

TypeDENSE
Total Parameters175B
Active Parameters175B
Layers80
Hidden Dimension12,288
Attention Heads96
KV Heads16
Head Dimension128
Vocab Size152,064

Memory Requirements

BF16 Weights

350.0 GB

FP8 Weights

175.0 GB

INT4 Weights

87.5 GB

KV-Cache per Token327680 bytes
Activation Estimate4.50 GB

Fits on (single-node)

B200 SXM INT4B100 SXM INT4GB200 NVL72 (per GPU) INT4GB300 NVL72 (per GPU) INT4H200 SXM INT4H100 NVL 94GB (per GPU pair) INT4Instinct MI300X INT4Instinct MI325X FP8

GPU Recommendations

B200 NVL (pair)optimal

BF16 · 2 GPUs · tensorrt-llm

83/100

score

Throughput

280.0 tok/s

Cost/Month

$19929

Cost/M Tokens

$27.08

Use this config →
B200 SXMgood

BF16 · 4 GPUs · tensorrt-llm

78/100

score

Throughput

280.0 tok/s

Cost/Month

$17044

Cost/M Tokens

$23.16

Use this config →
H200 SXMgood

BF16 · 4 GPUs · tensorrt-llm

75/100

score

Throughput

280.0 tok/s

Cost/Month

$10211

Cost/M Tokens

$13.88

Use this config →

API Pricing Comparison

ProviderInput $/MOutput $/MBadges
anthropic$15.00$75.00
Cheapest

Quality Benchmarks

MMLU
86.8
HumanEval
67.0
GSM8K
95.0
MT-Bench
90.0

Capabilities

Features

Tool Use Vision Code Math Reasoning Multilingual Structured Output

Supported Frameworks

Supported Precisions

BF16 (default)

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