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Claude Fable 5.1 vs GLM 5.3 FlashX

Detailed technical comparison between Claude Fable 5.1 (Anthropic) and GLM 5.3 FlashX (Zhipu AI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

Claude Fable 5.1: 6 WinsvsGLM 5.3 FlashX: 0 Wins
Context Leader

GLM 5.3 FlashX

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GLM 5.3 FlashX

$0.37 / MTok
Anthropicactive

Claude Fable 5.1

Claude Fable 5.1 is an advanced artificial intelligence model engineered by Anthropic. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Claude Fable 5.1 represents a key architectural iteration in the Anthropic model family. First released in 2026-09-01, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,000,000 tokens (approximately 1,333 words), Claude Fable 5.1 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Claude Fable 5.1 Full Specs →
Zhipu AIactive

GLM 5.3 FlashX

GLM 5.3 FlashX is an advanced artificial intelligence model engineered by Zhipu AI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GLM 5.3 FlashX represents a key architectural iteration in the Zhipu AI model family. First released in 2026-09-18, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,048,576 tokens (approximately 1,398 words), GLM 5.3 FlashX processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GLM 5.3 FlashX Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationClaude Fable 5.1GLM 5.3 FlashX
ProviderAnthropicZhipu AI
Context Window1,000,000 tokens1,048,576 tokens🏆
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityBeta Access (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-09-012026-09-18

API Pricing Comparison

Input Price per Million Tokens

Claude Fable 5.1

$10.00

GLM 5.3 FlashX

$0.37

Output Price per Million Tokens

Claude Fable 5.1

$50.00

GLM 5.3 FlashX

$1.25

💡 Cost Ratio: GLM 5.3 FlashX is 27.0x cheaper per input token than Claude Fable 5.1.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0–100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
95.8%vs75.6%+20.2% Claude Fable 5.1
Claude Fable 5.1 🏆
GLM 5.3 FlashX
HumanEvalPython coding & logic synthesis
96.5%vs68.4%+28.1% Claude Fable 5.1
Claude Fable 5.1 🏆
GLM 5.3 FlashX
MATHComplex mathematical problem solving
93.9%vs41.6%+52.3% Claude Fable 5.1
Claude Fable 5.1 🏆
GLM 5.3 FlashX
GPQAGraduate-level expert reasoning
87.2%vs29.0%+58.2% Claude Fable 5.1
Claude Fable 5.1 🏆
GLM 5.3 FlashX
HellaSwagCommonsense reasoning and inference
98.7%vs76.2%+22.5% Claude Fable 5.1
Claude Fable 5.1 🏆
GLM 5.3 FlashX
MT-BenchMulti-turn conversation flow quality
9.7%vs7.9%+1.8% Claude Fable 5.1
Claude Fable 5.1 🏆
GLM 5.3 FlashX

Claude Fable 5.1 Quirks & Gotchas

No developer gotchas reported.

GLM 5.3 FlashX Quirks & Gotchas

No developer gotchas reported.

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