Institute of Foundation Models Models: Intelligence, Performance & Price
Artificial Analysis Intelligence Index
* Estimated
Output speed
Per Intelligence Index Task
Artificial Analysis has benchmarked 9 models from Institute of Foundation Models. Below is a comparison of the key metrics across these models.
- For intelligence, the top model from Institute of Foundation Models is K2 Horizon 375B A23B at 31.
- For output speed, the fastest model is K2 Horizon 375B A23B at 1,009 t/s.
- For latency, K2 Horizon 375B A23B at 4.27s offers the lowest time to first answer token.
- For pricing, K2 Horizon 375B A23B at $0.00 offers the lowest cost per task.
Intelligence
Artificial Analysis Intelligence Index
Intelligence Index vs. Cost per Task
Cost
Cost per Intelligence Index Task
Speed & Latency
Output Speed
Capability Scores
Capability Indexes
Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better
Incorporates 6 evaluations: GDPval-AA v2.1, AA-Briefcase v1.1, AA-Omniscience, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better
Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better
Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better
Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2.1, AA-Briefcase v1.1, Terminal-Bench 4.0 · Higher is better
Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better
All Institute of Foundation Models Releases
K2 Horizon 0.9B
1 model
3
Highest Intelligence
K2 Horizon 3.7B
1 model
16
Highest Intelligence
K2 Horizon 375B A23B
1 model
31
Highest Intelligence
K2 Horizon 7B
1 model
21
Highest Intelligence
K2 Horizon MoVA 36B A4B
1 model
25
Highest Intelligence
K2 Think V2
1 model
11
Highest Intelligence
K2-V2
3 models
10
Highest Intelligence
Further details
Weights | Provider Benchmarks | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| K2 Horizon 375B A23B | Institute of Foundation Models | 31 | 375B 23B active at inference time | 524k | $0.0 | 1,009 | | ||
| K2 Horizon MoVA 36B A4B | Institute of Foundation Models | 25 | 36B 4B active at inference time | 524k | - | - | - | ||
| K2 Horizon 7B | Institute of Foundation Models | 21 | 7B | 524k | - | - | - | ||
| K2 Horizon 3.7B | Institute of Foundation Models | 16 | 3.7B | 524k | - | - | - | ||
| K2 Think V2 | Institute of Foundation Models | 11 | 70B | 262k | - | - | - | ||
| K2-V2 (High) | Institute of Foundation Models | 10 | 70B | 512k | - | - | - | ||
| K2-V2 (Medium) | Institute of Foundation Models | 9 | 70B | 512k | - | - | - | ||
| K2-V2 (Low) | Institute of Foundation Models | 7 | 70B | 512k | - | - | - | ||
| K2 Horizon 0.9B | Institute of Foundation Models | 3 | 0.9B | 131k | - | - | - |