About
Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency....
Related Models
Pricing
Input
$0.01
per 1M tokens
Output
$0.03
per 1M tokens
Blended
$0.01
per 1M tokens
Cheaper than 92% of models. Median price is $0.54/1M tokens.
Cost Calculator
Tokens per day1M
100K100M
Daily
$0.01
Monthly
$0.45
vs. Similar Models
MoonshotAI: Kimi K2 0711Q:+0.1
$1.00+6583%
OpenAI: GPT-4.1Q:+0.1
$3.50+23233%
Qwen3 Max (Preview)Q:-0.1
$2.40+15900%
GLM-4.5 (Reasoning)Q:+0.2
$1.00+6567%
Performance
194
tokens/sec
Faster than 86% of models
0.94
seconds
Faster than 58% of models
0.94
seconds
Faster than 71% of models
Market Median
94 tok/s
106% faster
Median TTFT
1.11s
15% faster
Throughput/Dollar
12933
tok/s per $/1M
Speed Comparison
Grok 4.20 0309 (Non-reasoning)
195 tok/s+1%
Qwen3.5 35B A3B (Non-reasoning)
193 tok/s-1%
Qwen: Qwen3.7 Max
196 tok/s+1%
Context Window
262K
tokens
Larger than 62% of models
Max Output
33K
tokens
13% of context
Benchmarks
MMLU-ProNot evaluated
GPQA Diamond
59.3%
HLE
6.2%
LiveCodeBenchNot evaluated
SciCode
27.1%
TerminalBench Hard
21.2%
MATH-500Not evaluated
AIMENot evaluated
AIME 2025Not evaluated
IFBench
57.4%
Long Context Recall
25.0%
Tau2
86.0%
Market AverageTop Score