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Inflection 3 Productivity vs GLM 4.7 Flash

Detailed technical comparison between Inflection 3 Productivity (Inflection) and GLM 4.7 Flash (Zhipu AI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

Inflection 3 Productivity: 6 WinsvsGLM 4.7 Flash: 0 Wins
Context Leader

GLM 4.7 Flash

202,752 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

GLM 4.7 Flash

$0.06 / 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 โ†’
Zhipu AIactive

GLM 4.7 Flash

As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency. It is further optimized for agentic coding use cases, strengthening coding capabilities, long-horizon task planning,...

View GLM 4.7 Flash Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationInflection 3 ProductivityGLM 4.7 Flash
ProviderInflectionZhipu AI
Context Window8,000 tokens202,752 tokens๐Ÿ†
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.)Stable GA (est.)
API AvailableYesYes
Released Date2024-10-112026-01-19

API Pricing Comparison

Input Price per Million Tokens

Inflection 3 Productivity

$2.50

GLM 4.7 Flash

$0.06

Output Price per Million Tokens

Inflection 3 Productivity

$10.00

GLM 4.7 Flash

$0.40

๐Ÿ’ก Cost Ratio: GLM 4.7 Flash is 41.7x 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.

Benchmark Performance Metrics

Standardized Scores (0โ€“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%vs77.2%+10.2% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
GLM 4.7 Flash
HumanEvalPython coding & logic synthesis
86.6%vs78.5%+8.1% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
GLM 4.7 Flash
MATHComplex mathematical problem solving
67.8%vs40.0%+27.8% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
GLM 4.7 Flash
GPQAGraduate-level expert reasoning
49.2%vs31.0%+18.2% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
GLM 4.7 Flash
HellaSwagCommonsense reasoning and inference
88.4%vs80.0%+8.4% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
GLM 4.7 Flash
MT-BenchMulti-turn conversation flow quality
9.1%vs8.1%+1.0% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
GLM 4.7 Flash

Inflection 3 Productivity Quirks & Gotchas

No developer gotchas reported.

GLM 4.7 Flash Quirks & Gotchas

No developer gotchas reported.

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