Interfaces & Events
Interface definitions, implementations, event publishers and subscribers
Report generated: February 14, 2026 at 8:13 PM
Benchmark data: Feb 8, 2026 – Feb 13, 2026
12
Models
8
Tasks
75.0%
Pass Rate
Model Rankings
Model Performance
anthropic/claude-sonnet-4-5-20250929
Runs:3
pass@1:87.5%
pass@3:87.5%
Consistency:100.0%
1st: 21Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:11,427
Cost/run:$0.11
Known Shortcomings (8)
- multiline-string-literals 1x
- query-filter-element-syntax 1x
- jsonobject-get-method-signature 1x
- cross-join-dataitem-link-constraints 1x
- reserved-keyword-as-variable-name 1x
+3 more View all 8
gemini/gemini-3-pro-preview
Runs:3
pass@1:87.5%
pass@3:87.5%
Consistency:100.0%
1st: 182nd: 3Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:43,326
Cost/run:$0.07
Known Shortcomings (9)
- multiline-string-literals 1x
- inherent-permissions-syntax 1x
- query-crossjoin-column-datasource 1x
- complete-codeunit-generation 1x
- yaml-parsing-string-manipulation 1x
+4 more View all 9
anthropic/claude-opus-4-5-20251101@thinking=50000
Runs:3
pass@1:83.3%
pass@3:87.5%
Consistency:87.5%
1st: 182nd: 2Failed: 17/8 passed
Temperature:0.1
Thinking:50,000
Tokens/run:21,377
Cost/run:$0.37
Known Shortcomings (8)
- page-extension-with-table-extension 1x
- reserved-keyword-as-parameter-name 1x
- dictionary-iteration-syntax 1x
- empty-or-malformed-code-generation 1x
- temporary-table-parameter-handling 1x
+3 more View all 8
openrouter/moonshotai/kimi-k2.5
Runs:3
pass@1:75.0%
pass@3:100.0%
Consistency:50.0%
1st: 132nd: 58/8 passed
Temperature:0.1
Thinking:-
Tokens/run:32,831
Cost/run:$0.27
Known Shortcomings (3)
- event-subscriber-parameter-syntax 1x
- page-extension-cardpageid-override 1x
- parse-failure 1x
openai/gpt-5.2-2025-12-11@thinking=high
Runs:3
pass@1:75.0%
pass@3:87.5%
Consistency:75.0%
1st: 142nd: 4Failed: 17/8 passed
Temperature:0.1
Thinking:high
Tokens/run:16,117
Cost/run:$0.14
Known Shortcomings (10)
- interface-definition-syntax 2x
- table-field-caption-property 1x
- query-object-syntax 1x
- query-crossjoin-syntax 1x
- parse-failure 1x
+5 more View all 10
anthropic/claude-opus-4-6
Runs:3
pass@1:75.0%
pass@3:75.0%
Consistency:100.0%
1st: 18Failed: 26/8 passed
Temperature:0.1
Thinking:-
Tokens/run:30,202
Cost/run:$0.54
Known Shortcomings (6)
- reserved-keyword-as-parameter-name 1x
- cross-join-dataitem-link 1x
- incomplete-procedure-body 1x
- flowfield-calcfields-requirement 1x
- parse-failure 1x
+1 more View all 6
openrouter/qwen/qwen3-max-thinking
Runs:3
pass@1:62.5%
pass@3:75.0%
Consistency:75.0%
1st: 92nd: 6Failed: 26/8 passed
Temperature:0.1
Thinking:-
Tokens/run:14,809
Cost/run:$0.10
Known Shortcomings (12)
- option-field-optionmembers-required 2x
- enum-frominteger-syntax 1x
- list-iteration-pattern 1x
- variant-type-argument-and-interface-definition 1x
- json-object-api-methods 1x
+7 more View all 12
openrouter/deepseek/deepseek-v3.2
Runs:3
pass@1:62.5%
pass@3:75.0%
Consistency:75.0%
1st: 122nd: 3Failed: 26/8 passed
Temperature:0.1
Thinking:-
Tokens/run:14,403
Cost/run:$0.11
Known Shortcomings (18)
- dictionary-clear-method 1x
- application-area-in-page-extension-field 1x
- multiline-string-literals 1x
- page-extension-cardpageid-override 1x
- errorinfo-custom-dimensions-api 1x
+13 more View all 18
openrouter/z-ai/glm-5
Runs:3
pass@1:58.3%
pass@3:87.5%
Consistency:50.0%
1st: 92nd: 5Failed: 17/8 passed
Temperature:0.1
Thinking:-
Tokens/run:26,114
Cost/run:$0.25
Known Shortcomings (17)
- list-dictionary-of-interface-clear-method 1x
- event-subscriber-event-name 1x
- al-string-literal-escaping 1x
- query-object-syntax 1x
- fluent-api-return-self-codeunit 1x
+12 more View all 17
openrouter/x-ai/grok-code-fast-1
Runs:3
pass@1:54.2%
pass@3:62.5%
Consistency:87.5%
1st: 112nd: 2Failed: 35/8 passed
Temperature:0.1
Thinking:-
Tokens/run:31,732
Cost/run:$0.28
Known Shortcomings (12)
- query-object-syntax 2x
- multiline-string-literals 1x
- page-extension-cardpageid-override 1x
- json-api-methods 1x
- recordref-fieldref-dynamic-manipulation 1x
+7 more View all 12
openrouter/minimax/minimax-m2.5
Runs:3
pass@1:45.8%
pass@3:50.0%
Consistency:87.5%
1st: 62nd: 5Failed: 44/8 passed
Temperature:0.1
Thinking:-
Tokens/run:25,876
Cost/run:$0.17
Known Shortcomings (18)
- interface-definition-syntax 2x
- text-char-conversion-copystr 1x
- page-object-definition 1x
- event-subscriber-attribute-syntax 1x
- page-extension-and-table-extension-generation 1x
+13 more View all 18
openrouter/qwen/qwen3-coder-next
Runs:3
pass@1:16.7%
pass@3:25.0%
Consistency:87.5%
1st: 12nd: 3Failed: 62/8 passed
Temperature:0.1
Thinking:-
Tokens/run:19,981
Cost/run:$0.15
Known Shortcomings (19)
- codeunit-generation-empty-output 5x
- interface-definition-syntax 3x
- query-object-syntax 2x
- initvalue-vs-defaultvalue 1x
- text-trim-method-unavailable 1x
+14 more View all 19
Task Results Matrix
N/M = passed N of M runs (hover for details)
| Task | Description | Claude Sonnet 4.5 | Gemini 3 Pro | Claude Opus 4.5 (50K) | Kimi K2.5 | GPT-5.2 | Claude Opus 4.6 | Qwen3 Max Thinking | Deepseek V3.2 | Glm 5 | Grok Code Fast 1 | Minimax M2.5 | Qwen3 Coder Next |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CG-AL-E008 | Create a simple AL interface called "Payment Processor" with ID 70000. The interface should define the following procedures: - ProcessPayment(Amount: Decimal; PaymentMethod: Text): Boolean - ValidatePayment(PaymentData: Text): Boolean - GetTransactionFee(Amount: Decimal): Decimal | 3/3 | 3/3 | 3/3 | 2/3 | 2/3 | 3/3 | 3/3 | 1/3 | 1/3 | 1/3 | 0/3 | 0/3 |
| CG-AL-E010 | Create a simple AL codeunit called "Item Event Subscriber" with ID 70001 that subscribes to Item table events. Create an event subscriber procedure that: - Subscribes to the OnAfterInsert event of the Item table - Displays a message when a new item is created - Includes proper EventSubscriber attributes | 3/3 | 3/3 | 3/3 | 2/3 | 3/3 | 3/3 | 3/3 | 3/3 | 1/3 | 0/3 | 0/3 | 3/3 |
| CG-AL-E032 | Create an interface called "CG Token Provider". | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 0/3 |
| CG-AL-H010 | Create a codeunit with IntegrationEvent publishers and demonstrate proper event patterns. | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 1/3 |
| CG-AL-H015 | 1. Define an Interface named "Payment Gateway". | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 2/3 | 2/3 | 2/3 | 3/3 | 2/3 | 0/3 |
| CG-AL-H021 | Create AL objects demonstrating Lists and Dictionaries of interfaces (available in BC 2025 Wave 1). | 0/3 | 0/3 | 0/3 | 1/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 | 0/3 |
| CG-AL-H205 | Create a codeunit called "CG Line Amount Engine" with ID 70205. The codeunit must have Access = Public. | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 3/3 | 1/3 | 3/3 | 3/3 | 3/3 | 3/3 | 0/3 |
| CG-AL-M009 | Create a comprehensive interface implementation for a shipping service. | 3/3 | 3/3 | 2/3 | 1/3 | 1/3 | 0/3 | 0/3 | 0/3 | 1/3 | 0/3 | 0/3 | 0/3 |