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Inflection 3 Productivity vs GLM 5.2

Detailed technical comparison between Inflection 3 Productivity (Inflection) and GLM 5.2 (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

Inflection 3 Productivity: 0 WinsvsGLM 5.2: 6 Wins
Context Leader

GLM 5.2

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GLM 5.2

$0.80 / MTok
Inflectionactive

Inflection 3 Productivity

Inflection 3 Productivity is optimized for following instructions. It is better for tasks requiring JSON output or precise adherence to provided guidelines. It has access to recent news. For emotional...

View Inflection 3 Productivity Full Specs →
Zhipu AIactive

GLM 5.2

GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...

View GLM 5.2 Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationInflection 3 ProductivityGLM 5.2
ProviderInflectionZhipu AI
Context Window8,000 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 StabilityStable GA (est.)Beta Access (est.)
API AvailableYesYes
Released Date2024-10-112026-06-16

API Pricing Comparison

Input Price per Million Tokens

Inflection 3 Productivity

$2.50

GLM 5.2

$0.80

Output Price per Million Tokens

Inflection 3 Productivity

$10.00

GLM 5.2

$2.50

💡 Cost Ratio: GLM 5.2 is 3.1x cheaper per input token than Inflection 3 Productivity.

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.

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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
87.4%vs89.5%+2.1% GLM 5.2
Inflection 3 Productivity
GLM 5.2 🏆
HumanEvalPython coding & logic synthesis
86.6%vs91.2%+4.6% GLM 5.2
Inflection 3 Productivity
GLM 5.2 🏆
MATHComplex mathematical problem solving
67.8%vs80.5%+12.7% GLM 5.2
Inflection 3 Productivity
GLM 5.2 🏆
GPQAGraduate-level expert reasoning
49.2%vs53.5%+4.3% GLM 5.2
Inflection 3 Productivity
GLM 5.2 🏆
HellaSwagCommonsense reasoning and inference
88.4%vs89.8%+1.4% GLM 5.2
Inflection 3 Productivity
GLM 5.2 🏆
MT-BenchMulti-turn conversation flow quality
9.1%vs9.3%+0.2% GLM 5.2
Inflection 3 Productivity
GLM 5.2 🏆

Inflection 3 Productivity Quirks & Gotchas

No developer gotchas reported.

GLM 5.2 Quirks & Gotchas

No developer gotchas reported.

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