K2-V2 vs gpt-oss-20b: Release Comparison

Comparison of the K2-V2 and gpt-oss-20b releases: 3 and 2 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 5 models.

  • For intelligence, K2-V2 and gpt-oss-20b tie at 10 (K2-V2 (high) and gpt-oss-20b (low)).

Releases compared

Intelligence

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3.2 incorporates 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1
Estimate (independent evaluation forthcoming)

Intelligence Index vs. Cost per Intelligence Index Task

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task
Most attractive quadrant
Pareto line

Cost per Task (USD, Log Scale)

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Artificial Analysis Intelligence Index task, segmented by token type. Lower is better

Speed & Latency

Output Speed

Output tokens per second · Higher is better

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries
Finance & Accounting Index

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

Strategy & Ops Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Legal Index

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

Healthcare & Medical Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better

Engineering Index

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

Economics Index

Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better

Further details

Input modality
Output modality
Weights
Provider Benchmarks
gpt-oss-20b (low)
OpenAI logoOpenAI
10
-
-
-
-
-
-
-
$0.1
$0.07
$0.215
-
-
-
-
-
224
0.92s
9.85s
12.08s
-
21B
3.6B active at inference time
131k
Aug 2025
May 2025
Yes

Supports: text

Supports: text

GroqHyperbolicCoreWeave
+4
K2-V2 (high)
Institute of Foundation Models logoInstitute of Foundation Models
10
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
70B
512k
Dec 2025
-
Yes

Supports: text

Supports: text

-
K2-V2 (medium)
Institute of Foundation Models logoInstitute of Foundation Models
9
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
70B
512k
Dec 2025
-
Yes

Supports: text

Supports: text

-
gpt-oss-20b (high)
OpenAI logoOpenAI
9
7
5
7
7
12
11
$0.01
$0.1
$0.07
$0.18
-
$31
18k
16k
70M
189
0.85s
11.42s
14.06s
104.23s
21B
3.6B active at inference time
131k
Aug 2025
May 2024
Yes

Supports: text

Supports: text

CoreWeaveAmazon BedrockDeepInfra
+5
K2-V2 (low)
Institute of Foundation Models logoInstitute of Foundation Models
7
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
70B
512k
Dec 2025
-
Yes

Supports: text

Supports: text

-