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LLM Leaderboard - Comparison of GPT-4o, Llama 3, Mistral, Gemini and over 30 models

Comparison and ranking the performance of over 30 AI models (LLMs) across key metrics including quality, price, performance and speed (output speed - tokens per second & latency - TTFT), context window & others. For more details including relating to our methodology, see our FAQs.

For comparison of API Providers hosting the models see

HIGHLIGHTS

Intelligence:o3-mini logo o3-mini and o1 logo o1 are the highest quality models, followed by DeepSeek R1 logo DeepSeek R1 & o1-mini logo o1-mini.Output Speed (tokens/s):DeepSeek R1 Distill Qwen 1.5B logo DeepSeek R1 Distill Qwen 1.5B (369 t/s) and Gemini 2.0 Flash-Lite (Preview) logo Gemini 2.0 Flash-Lite (Preview) (258 t/s) are the fastest models, followed by Ministral 3B logo Ministral 3B & Codestral (Jan '25) logo Codestral (Jan '25).Latency (seconds):Gemini 1.5 Flash (Sep) logo Gemini 1.5 Flash (Sep) (0.10s) and  Gemini 1.5 Pro (Sep) logo Gemini 1.5 Pro (Sep) (0.10s) are the lowest latency models, followed by Gemini 1.5 Pro (May) logo Gemini 1.5 Pro (May) & Gemini 1.5 Flash (May) logo Gemini 1.5 Flash (May).Price ($ per M tokens):Llama 3.2 1B logo Llama 3.2 1B ($0.04) and Ministral 3B logo Ministral 3B ($0.04) are the cheapest models, followed by DeepSeek R1 Distill Llama 8B logo DeepSeek R1 Distill Llama 8B & OpenChat 3.5 logo OpenChat 3.5.Context Window:MiniMax-Text-01 logo MiniMax-Text-01 (4m) and Gemini 2.0 Pro Experimental logo Gemini 2.0 Pro Experimental (2m) are the largest context window models, followed by Gemini 1.5 Pro (Sep) logo Gemini 1.5 Pro (Sep) & Gemini 1.5 Pro (May) logo Gemini 1.5 Pro (May).
Features
Intelligence
Price
Output tokens/s
Latency
Further
Analysis
o3-mini
OpenAI logo
200k
63
$1.93
145.1
16.33
o1
OpenAI logo
200k
62
$26.25
DeepSeek R1
DeepSeek logo
128k
60
$0.96
27.3
60.46
o1-mini
OpenAI logo
128k
54
$1.93
186.7
10.55
DeepSeek R1 Distill Qwen 14B
DeepSeek logo
128k
50
$0.88
104.0
14.50
Gemini 2.0 Pro Experimental
Google logo
2m
49
$0.00
123.5
0.56
Gemini 2.0 Flash
Google logo
1m
48
$0.17
155.9
0.28
DeepSeek V3
DeepSeek logo
128k
46
$0.48
25.9
4.54
DeepSeek R1 Distill Llama 70B
DeepSeek logo
128k
45
$0.81
123.2
12.69
Qwen2.5 Max
Alibaba logo
32k
45
$2.80
36.1
1.29
DeepSeek R1 Distill Qwen 32B
DeepSeek logo
128k
45
$0.30
38.7
14.73
Gemini 1.5 Pro (Sep)
Google logo
2m
45
$2.19
0.0
0.10
Claude 3.5 Sonnet (Oct)
Anthropic logo
200k
44
$6.00
72.5
1.58
QwQ 32B-Preview
Alibaba logo
33k
43
$0.58
65.8
0.58
Gemini 2.0 Flash-Lite (Preview)
Google logo
1m
42
$0.13
257.8
0.26
GPT-4o (Nov '24)
OpenAI logo
128k
41
$4.38
55.1
0.58
Llama 3.3 70B
Meta logo
128k
41
$0.62
96.3
0.52
GPT-4o (ChatGPT)
OpenAI logo
128k
41
$7.50
101.7
0.48
GPT-4o (Aug '24)
OpenAI logo
128k
41
$4.38
70.9
0.40
GPT-4o (May '24)
OpenAI logo
128k
41
$7.50
68.6
0.41
Llama 3.1 405B
Meta logo
128k
40
$3.50
24.1
0.73
Qwen2.5 72B
Alibaba logo
131k
40
$0.00
18.0
1.16
Phi-4
Microsoft Azure logo
16k
40
$0.12
37.9
0.26
Tulu3 405B
Allen Institute for AI logo
128k
40
$6.25
178.9
0.68
MiniMax-Text-01
MiniMax logo
4m
40
$0.42
42.4
0.79
Mistral Large 2 (Nov '24)
Mistral logo
128k
38
$3.00
46.3
0.34
Grok Beta
xAI logo
128k
38
$7.50
67.6
0.33
Pixtral Large
Mistral logo
128k
37
$3.00
35.4
0.40
Qwen2.5 Instruct 32B
Alibaba logo
128k
37
$0.79
Llama 3.1 Nemotron 70B
NVIDIA logo
128k
37
$0.27
47.1
0.60
Nova Pro
Amazon logo
300k
37
$1.40
88.7
0.40
Mistral Large 2 (Jul '24)
Mistral logo
128k
37
$3.00
30.6
0.37
Qwen2.5 Coder 32B
Alibaba logo
131k
36
$0.80
91.8
0.36
GPT-4o mini
OpenAI logo
128k
36
$0.26
79.2
0.41
DeepSeek R1 Distill Llama 8B
DeepSeek logo
128k
35
$0.04
47.8
9.57
Llama 3.1 70B
Meta logo
128k
35
$0.72
73.0
0.51
Mistral Small 3
Mistral logo
32k
35
$0.15
145.8
0.31
Claude 3 Opus
Anthropic logo
200k
35
$30.00
27.8
0.98
Claude 3.5 Haiku
Anthropic logo
200k
35
$1.60
65.6
0.57
Gemini 1.5 Pro (May)
Google logo
2m
34
$2.19
0.0
0.10
Qwen Turbo
Alibaba logo
1m
34
$0.09
85.7
1.12
Llama 3.2 90B (Vision)
Meta logo
128k
33
$0.90
45.7
0.31
Mistral Saba
Mistral logo
32k
32
$0.30
94.2
0.31
Jamba 1.5 Large
AI21 Labs logo
256k
29
$3.50
0.0
0.00
Gemini 1.5 Flash (May)
Google logo
1m
28
$0.13
0.0
0.11
Nova Micro
Amazon logo
130k
28
$0.06
194.6
0.35
Yi-Large
01.AI logo
32k
28
$3.00
68.7
0.43
Codestral (Jan '25)
Mistral logo
256k
28
$0.45
211.3
0.27
Llama 3 70B
Meta logo
8k
27
$0.88
47.0
0.40
Mistral Small (Sep '24)
Mistral logo
33k
27
$0.30
84.3
0.32
Mistral Large (Feb '24)
Mistral logo
33k
26
$6.00
36.4
0.40
Mixtral 8x22B
Mistral logo
65k
26
$3.00
75.4
0.28
Phi-3 Medium 14B
Microsoft Azure logo
128k
25
$0.30
52.4
0.43
Mistral Medium
Mistral logo
33k
24
$4.09
43.7
0.36
Llama 3.1 8B
Meta logo
128k
24
$0.10
185.9
0.35
Pixtral 12B
Mistral logo
128k
23
$0.15
102.5
0.29
Mistral Small (Feb '24)
Mistral logo
33k
23
$1.50
149.5
0.27
Ministral 8B
Mistral logo
128k
22
$0.10
140.7
0.33
Llama 3.2 11B (Vision)
Meta logo
128k
22
$0.18
143.7
0.31
Command-R+
Cohere logo
128k
21
$4.38
73.7
0.23
Codestral (May '24)
Mistral logo
33k
20
$0.30
84.4
0.28
Aya Expanse 32B
Cohere logo
128k
20
$0.75
120.9
0.16
DBRX
Databricks logo
33k
20
$1.13
66.5
0.55
Ministral 3B
Mistral logo
128k
20
$0.04
220.1
0.30
Mistral NeMo
Mistral logo
128k
20
$0.15
118.2
0.26
DeepSeek R1 Distill Qwen 1.5B
DeepSeek logo
128k
20
$0.18
368.9
6.39
OpenChat 3.5
OpenChat logo
8k
16
$0.06
80.9
0.30
Command-R (Mar '24)
Cohere logo
128k
15
$0.75
170.8
0.17
Codestral-Mamba
Mistral logo
256k
14
$0.25
94.8
0.45
o1-preview
OpenAI logo
128k
$26.25
113.7
32.03
Grok 3
xAI logo
128k
$0.00
Grok 3 mini
xAI logo
128k
$0.00
Grok 3 Reasoning Beta
xAI logo
128k
$0.00
Grok 3 mini Reasoning
xAI logo
128k
$0.00
o3
OpenAI logo
128k
$0.00
Llama 3.2 3B
Meta logo
128k
$0.06
126.8
0.47
Llama 3.2 1B
Meta logo
128k
$0.04
186.8
0.35
Gemini 2.0 Flash (exp)
Google logo
1m
$0.00
156.9
0.26
Gemini 1.5 Flash (Sep)
Google logo
1m
$0.13
0.0
0.10
Gemma 2 27B
Google logo
8k
$0.26
Gemma 2 9B
Google logo
8k
$0.12
Gemini 1.5 Flash-8B
Google logo
1m
$0.07
Gemini Experimental (Nov)
Google logo
2m
$0.00
Claude 3.5 Sonnet (June)
Anthropic logo
200k
$6.00
85.5
1.02
Claude 3 Haiku
Anthropic logo
200k
$0.50
136.5
0.54
Mixtral 8x7B
Mistral logo
33k
$0.70
102.5
0.30
DeepSeek-V2.5 (Dec '24)
DeepSeek logo
128k
$0.17
DeepSeek-Coder-V2
DeepSeek logo
128k
$0.17
DeepSeek LLM 67B (V1)
DeepSeek logo
4k
$0.90
DeepSeek-V2.5
DeepSeek logo
128k
$1.09
DeepSeek-V2
DeepSeek logo
128k
$0.17
Sonar
Perplexity logo
127k
$1.00
Sonar Pro
Perplexity logo
200k
$6.00
Sonar Reasoning
Perplexity logo
127k
$2.00
Nova Lite
Amazon logo
300k
$0.10
140.9
0.37
Solar Mini
Upstage logo
4k
$0.15
Reka Flash
Reka AI logo
128k
$0.35
Reka Core
Reka AI logo
128k
$2.00
Reka Flash (Feb '24)
Reka AI logo
128k
$0.35
Reka Edge
Reka AI logo
128k
$0.10
Command-R+ (Apr '24)
Cohere logo
128k
$6.00
76.2
0.26
Aya Expanse 8B
Cohere logo
8k
$0.75
166.7
0.14
Command-R
Cohere logo
128k
$0.26
94.0
0.17
Jamba 1.5 Mini
AI21 Labs logo
256k
$0.25
0.0
0.00
Qwen2 72B
Alibaba logo
131k
$0.00
Qwen Chat 72B
Alibaba logo
34k
$1.00
Qwen1.5 Chat 110B
Alibaba logo
32k
$0.00
GPT-4 Turbo
OpenAI logo
128k
$15.00
32.6
1.11
GPT-4
OpenAI logo
8k
$37.50
Llama 3 8B
Meta logo
8k
$0.10
103.5
0.36
Llama 2 Chat 7B
Meta logo
4k
$0.10
123.6
0.42
Gemini 1.0 Pro
Google logo
33k
$0.75
103.6
1.24
Claude 3 Sonnet
Anthropic logo
200k
$6.00
58.1
0.58
Claude 2.1
Anthropic logo
200k
$12.00
13.7
0.82
Claude 2.0
Anthropic logo
100k
$12.00
29.5
0.81
Mistral 7B
Mistral logo
8k
$0.25
128.7
0.26
Sonar 3.1 Small
Perplexity logo
127k
$0.20
Sonar 3.1 Large
Perplexity logo
127k
$1.00
Jamba Instruct
AI21 Labs logo
256k
$0.55
0.0
0.00

Key definitions

Context window: Maximum number of combined input & output tokens. Output tokens commonly have a significantly lower limit (varied by model).
Output Speed: Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).
Latency: Time to first token of tokens received, in seconds, after API request sent. For models which do not support streaming, this represents time to receive the completion.
Price: Price per token, represented as USD per million Tokens. Price is a blend of Input & Output token prices (3:1 ratio).
Output Price: Price per token generated by the model (received from the API), represented as USD per million Tokens.
Input Price: Price per token included in the request/message sent to the API, represented as USD per million Tokens.
Time period: Metrics are 'live' and are based on the past 72 hours of measurements, measurements are taken 8 times a day for single requests and 2 times per day for parallel requests.

Models compared: OpenAI: GPT 4o Audio, GPT 4o Realtime, GPT 4o Speech Pipeline, GPT-3.5 Turbo, GPT-3.5 Turbo (0125), GPT-3.5 Turbo (0314), GPT-3.5 Turbo (1106), GPT-3.5 Turbo Instruct, GPT-4, GPT-4 Turbo, GPT-4 Turbo (0125), GPT-4 Turbo (1106), GPT-4 Vision, GPT-4o (Aug '24), GPT-4o (ChatGPT), GPT-4o (May '24), GPT-4o (Nov '24), GPT-4o Realtime (Dec '24), GPT-4o mini, GPT-4o mini Realtime (Dec '24), o1, o1-mini, o1-preview, o3, o3-mini, and o3-mini (high), Meta: Code Llama 70B, Llama 2 Chat 13B, Llama 2 Chat 70B, Llama 2 Chat 7B, Llama 3 70B, Llama 3 8B, Llama 3.1 405B, Llama 3.1 70B, Llama 3.1 8B, Llama 3.2 11B (Vision), Llama 3.2 1B, Llama 3.2 3B, Llama 3.2 90B (Vision), and Llama 3.3 70B, Google: Gemini 1.0 Pro, Gemini 1.5 Flash (May), Gemini 1.5 Flash (Sep), Gemini 1.5 Flash-8B, Gemini 1.5 Pro (May), Gemini 1.5 Pro (Sep), Gemini 2.0 Flash, Gemini 2.0 Flash (exp), Gemini 2.0 Flash Thinking exp. (Dec '24), Gemini 2.0 Flash Thinking exp. (Jan '25), Gemini 2.0 Flash-Lite (Preview), Gemini 2.0 Pro Experimental, Gemini Experimental (Nov), Gemma 2 27B, Gemma 2 9B, and Gemma 7B, Anthropic: Claude 2.0, Claude 2.1, Claude 3 Haiku, Claude 3 Opus, Claude 3 Sonnet, Claude 3.5 Haiku, Claude 3.5 Sonnet (June), Claude 3.5 Sonnet (Oct), and Claude Instant, Mistral: Codestral (Jan '25), Codestral (May '24), Codestral-Mamba, Ministral 3B, Ministral 8B, Mistral 7B, Mistral Large (Feb '24), Mistral Large 2 (Jul '24), Mistral Large 2 (Nov '24), Mistral Medium, Mistral NeMo, Mistral Saba, Mistral Small (Feb '24), Mistral Small (Sep '24), Mistral Small 3, Mixtral 8x22B, Mixtral 8x7B, Pixtral 12B, and Pixtral Large, DeepSeek: DeepSeek LLM 67B (V1), DeepSeek R1, DeepSeek R1 Distill Llama 70B, DeepSeek R1 Distill Llama 8B, DeepSeek R1 Distill Qwen 1.5B, DeepSeek R1 Distill Qwen 14B, DeepSeek R1 Distill Qwen 32B, DeepSeek V3, DeepSeek-Coder-V2, DeepSeek-V2, DeepSeek-V2.5, DeepSeek-V2.5 (Dec '24), DeepSeek-VL2, and Janus Pro 7B, Perplexity: PPLX-70B Online, PPLX-7B-Online, Sonar, Sonar 3.1 Huge, Sonar 3.1 Large, Sonar 3.1 Small , Sonar Large, Sonar Pro, Sonar Reasoning, Sonar Reasoning Pro, and Sonar Small, xAI: Grok 2, Grok 3, Grok 3 Reasoning Beta, Grok 3 mini, Grok 3 mini Reasoning, Grok Beta, and Grok-1, OpenChat: OpenChat 3.5, Amazon: Nova Lite, Nova Micro, and Nova Pro, Microsoft Azure: Phi-3 Medium 14B, Phi-3 Mini, and Phi-4, Upstage: Solar Mini, Solar Pro, and Solar Pro (Nov '24), Databricks: DBRX, MiniMax: MiniMax-Text-01, NVIDIA: Cosmos Nemotron 34B and Llama 3.1 Nemotron 70B, StepFun: step-2-16k, step-1-128k, step-1-256k, step-1-32k, step-1-8k, step-1-flash, step-2-16k-exp, and step-2-mini, IBM: Granite 3.0 2B, OpenVoice: Granite 3.0 8B, Reka AI: Reka Core, Reka Edge, Reka Flash (Feb '24), and Reka Flash, Other: LLaVA-v1.5-7B, Cohere: Aya Expanse 32B, Aya Expanse 8B, Command, Command Light, Command R7B, Command-R, Command-R (Mar '24), Command-R+ (Apr '24), and Command-R+, AI21 Labs: Jamba 1.5 Large, Jamba 1.5 Mini, and Jamba Instruct, Snowflake: Arctic, Alibaba: QwQ 32B-Preview, Qwen Chat 72B, Qwen Plus, Qwen Turbo, Qwen1.5 Chat 110B, Qwen1.5 Chat 14B, Qwen1.5 Chat 32B, Qwen1.5 Chat 72B, Qwen1.5 Chat 7B, Qwen2 72B, Qwen2 Instruct 7B, Qwen2 Instruct A14B 57B, Qwen2-VL 72B, Qwen2.5 Coder 32B, Qwen2.5 Instruct 14B, Qwen2.5 Instruct 32B, Qwen2.5 72B, Qwen2.5 Instruct 7B, Qwen2.5 Max, and Qwen2.5 Max 01-29, and 01.AI: Yi-Large.