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Claude Opus 5.5 vs Ling 3.1 Flash

Detailed technical comparison between Claude Opus 5.5 (Anthropic) and Ling 3.1 Flash (Inclusion 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 Opus 5.5: 6 WinsvsLing 3.1 Flash: 0 Wins
Context Leader

Claude Opus 5.5

1,000,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Ling 3.1 Flash

$0.00 / MTok
Anthropicactive

Claude Opus 5.5

Claude Opus 5.5 is an advanced artificial intelligence model engineered by Anthropic. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Claude Opus 5.5 represents a key architectural iteration in the Anthropic model family. First released in 2026-09-22, 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 Opus 5.5 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Claude Opus 5.5 Full Specs →
Inclusion AIactive

Ling 3.1 Flash

Ling 3.1 Flash is an advanced artificial intelligence model engineered by Inclusion AI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Ling 3.1 Flash represents a key architectural iteration in the Inclusion AI model family. First released in 2026-10-02, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 262,144 tokens (approximately 350 words), Ling 3.1 Flash processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Ling 3.1 Flash Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationClaude Opus 5.5Ling 3.1 Flash
ProviderAnthropicInclusion AI
Context Window1,000,000 tokens🏆262,144 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.)Stable GA (est.)
API AvailableYesYes
Released Date2026-09-222026-10-02

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 5.5

$4.00

Ling 3.1 Flash

$0.00

Output Price per Million Tokens

Claude Opus 5.5

$20.00

Ling 3.1 Flash

$0.00

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
80.4%vs75.4%+5.0% Claude Opus 5.5
Claude Opus 5.5 🏆
Ling 3.1 Flash
HumanEvalPython coding & logic synthesis
78.6%vs71.6%+7.0% Claude Opus 5.5
Claude Opus 5.5 🏆
Ling 3.1 Flash
MATHComplex mathematical problem solving
55.8%vs41.4%+14.4% Claude Opus 5.5
Claude Opus 5.5 🏆
Ling 3.1 Flash
GPQAGraduate-level expert reasoning
41.2%vs28.8%+12.4% Claude Opus 5.5
Claude Opus 5.5 🏆
Ling 3.1 Flash
HellaSwagCommonsense reasoning and inference
83.4%vs76.0%+7.4% Claude Opus 5.5
Claude Opus 5.5 🏆
Ling 3.1 Flash
MT-BenchMulti-turn conversation flow quality
8.6%vs7.9%+0.7% Claude Opus 5.5
Claude Opus 5.5 🏆
Ling 3.1 Flash

Claude Opus 5.5 Quirks & Gotchas

No developer gotchas reported.

Ling 3.1 Flash Quirks & Gotchas

No developer gotchas reported.

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