Model AI Ling-flash-2.0 dari InclusionAI.
I 
Ling-flash-2.0
Ling-flash-2.0 adalah model LLM dari InclusionAI. Data tersedia: skor kualitas, reasoning, coding, matematika, biaya token, speed, TTFT, dan tanggal rilis dari Artificial Analysis.
Quality
9.7
Coding
58.9
Input Cost
$0.14
Speed
83 tok/s
Perbandingan cepat
Grafik perbandingan kemampuan
Setiap tab membandingkan Ling-flash-2.0 dengan 10 model terbaik untuk metrik tersebut, bukan daftar model yang sama.
Quality
Artificial Analysis Intelligence Index
9.7 Ling-flash-2.0 100 Apertus 8B Instruct 100 Gemma 3 1B Instruct 100 Gemma 3n E2B Instruct 100 Granite 4.0 350M 100 Granite 4.0 H 350M 100 LFM2.5-VL-1.6B 100 Qwen3 0.6B (Non-reas… 100 Tiny Aya Global 61 Llama 4 70B 59.9 Claude Fable 5 (Adap…
Ling-flash-2.0
Saat ini Apertus 8B Instruct
Gemma 3 1B Instruct
Gemma 3n E2B Instruct
Granite 4.0 350M
Granite 4.0 H 350M
LFM2.5-VL-1.6B
Qwen3 0.6B (Non-reas…
Tiny Aya Global
Llama 4 70B
Claude Fable 5 (Adap…
Reasoning
GPQA / HLE proxy
65.7 Ling-flash-2.0 94.1 Gemini 3.1 Pro Preview 93.5 GPT-5.5 (xhigh) 93.2 GPT-5.5 (high) 92.9 MiniMax-M3 92.6 Claude Fable 5 (Adap… 92.6 GPT-5.5 (medium) 92.3 Qwen3.7 Max 92.2 Gemini 3.5 Flash (hi… 92.1 Gemini 3.5 Flash (me… 92 Claude Opus 4.8 (Ada…
Ling-flash-2.0
Saat ini Gemini 3.1 Pro Preview
GPT-5.5 (xhigh)
GPT-5.5 (high)
MiniMax-M3
Claude Fable 5 (Adap…
GPT-5.5 (medium)
Qwen3.7 Max
Gemini 3.5 Flash (hi…
Gemini 3.5 Flash (me…
Claude Opus 4.8 (Ada…
Coding
Coding index / coding benchmarks
58.9 Ling-flash-2.0 91.7 Gemini 3 Pro Preview… 90.8 Gemini 3 Flash Previ… 89.6 DeepSeek V3.2 Speciale 89.4 GLM-4.7 (Reasoning) 89.4 GPT-5.2 (medium) 88.9 GPT-5.2 (xhigh) 87.1 Claude Opus 4.5 (Rea… 86.8 GPT-5.1 (high) 86.8 MiMo-V2-Flash (Reaso… 86.2 DeepSeek V3.2 (Reaso…
Ling-flash-2.0
Saat ini Gemini 3 Pro Preview…
Gemini 3 Flash Previ…
DeepSeek V3.2 Speciale
GLM-4.7 (Reasoning)
GPT-5.2 (medium)
GPT-5.2 (xhigh)
Claude Opus 4.5 (Rea…
GPT-5.1 (high)
MiMo-V2-Flash (Reaso…
DeepSeek V3.2 (Reaso…
Math
Math benchmark score
65.3 Ling-flash-2.0 99 GPT-5.2 (xhigh) 98.7 GPT-5 Codex (high) 98.6 Gemini 2.5 Pro Previ… 98.5 o3-mini (high) 98.1 Gemini 2.5 Flash Pre… 98 Gemini 2.5 Pro Previ… 97.3 o3-mini 97 Gemini 3 Flash Previ… 97 o1 96.7 DeepSeek V3.2 Speciale
Ling-flash-2.0
Saat ini GPT-5.2 (xhigh)
GPT-5 Codex (high)
Gemini 2.5 Pro Previ…
o3-mini (high)
Gemini 2.5 Flash Pre…
Gemini 2.5 Pro Previ…
o3-mini
Gemini 3 Flash Previ…
o1
DeepSeek V3.2 Speciale
Input Cost
USD per 1M input token
$0.14 Ling-flash-2.0 $0.00 Apriel-v1.5-15B-Thin… $0.00 Apriel-v1.6-15B-Thin… $0.00 Arctic Instruct $0.00 Claude 2.0 $0.00 Claude 2.1 $0.00 Claude 3.7 Sonnet (R… $0.00 Claude Instant $0.00 Command A+ $0.00 DBRX Instruct $0.00 DeepHermes 3 - Llama…
Ling-flash-2.0
Saat ini Apriel-v1.5-15B-Thin…
Apriel-v1.6-15B-Thin…
Arctic Instruct
Claude 2.0
Claude 2.1
Claude 3.7 Sonnet (R…
Claude Instant
Command A+
DBRX Instruct
DeepHermes 3 - Llama…
Output Cost
USD per 1M output token
$0.57 Ling-flash-2.0 $0.00 Apriel-v1.5-15B-Thin… $0.00 Apriel-v1.6-15B-Thin… $0.00 Arctic Instruct $0.00 Claude 2.0 $0.00 Claude 2.1 $0.00 Claude 3.7 Sonnet (R… $0.00 Claude Instant $0.00 Command A+ $0.00 DBRX Instruct $0.00 DeepHermes 3 - Llama…
Ling-flash-2.0
Saat ini Apriel-v1.5-15B-Thin…
Apriel-v1.6-15B-Thin…
Arctic Instruct
Claude 2.0
Claude 2.1
Claude 3.7 Sonnet (R…
Claude Instant
Command A+
DBRX Instruct
DeepHermes 3 - Llama…
Speed
Median output token/sec
83 tok/s Ling-flash-2.0 1002 tok/s Mercury 2 566 tok/s LFM2 1.2B 549 tok/s LFM2.5-1.2B-Instruct 477 tok/s Granite 4.0 H Small 442 tok/s LFM2.5-VL-1.6B 395 tok/s Step 3.7 Flash 376 tok/s HyperNova 60B 2605 368 tok/s Granite 3.3 8B (Non-… 359 tok/s gpt-oss-120b (low) 353 tok/s Gemini 2.5 Flash-Lit…
Ling-flash-2.0
Saat ini Mercury 2
LFM2 1.2B
LFM2.5-1.2B-Instruct
Granite 4.0 H Small
LFM2.5-VL-1.6B
Step 3.7 Flash
HyperNova 60B 2605
Granite 3.3 8B (Non-…
gpt-oss-120b (low)
Gemini 2.5 Flash-Lit…
TTFT
Median time to first token
1.3s Ling-flash-2.0 0ms Apertus 70B Instruct 0ms Apertus 8B Instruct 0ms Apriel-v1.5-15B-Thin… 0ms Apriel-v1.6-15B-Thin… 0ms Arctic Instruct 0ms Claude 2.0 0ms Claude 2.1 0ms Claude 3.5 Haiku 0ms Claude 3.7 Sonnet (N… 0ms Claude 3.7 Sonnet (R…
Ling-flash-2.0
Saat ini Apertus 70B Instruct
Apertus 8B Instruct
Apriel-v1.5-15B-Thin…
Apriel-v1.6-15B-Thin…
Arctic Instruct
Claude 2.0
Claude 2.1
Claude 3.5 Haiku
Claude 3.7 Sonnet (N…
Claude 3.7 Sonnet (R…
Spesifikasi Ling-flash-2.0
- Quality
- 9.7
- Reasoning
- 65.7
- Coding
- 58.9
- Math
- 65.3
- Knowledge
- 77.7
- Instruction Following
- 34.4
- Tool Use
- 20.8
- Input Cost
- $0.14
- Output Cost
- $0.57
- Blended Cost
- $0.247
- Speed
- 83 tok/s
- TTFT
- 1.3s
- Provider
- InclusionAI
- Release Date
- -
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