Head to head: FLUX.1 Krea [dev] with LoRAs vs Ideogram V4.0 Text to Image

FLUX.1 Krea [dev] with LoRAs vs Ideogram V4.0 Text to Image

This one is a photo finish. FLUX.1 Krea [dev] with LoRAs and Ideogram V4.0 land in a statistical dead heat, with each model showing clear strengths on different kinds of prompt-following rather than establishing real separation overall.

On the aggregate, this matchup is effectively even: FLUX.1 Krea [dev] with LoRAs posts a 64.4 to Ideogram V4.0’s 64.0, and that gap is too small to mean anything decisive. At 50% confidence that either model is genuinely better, the only honest read is that there isn’t a meaningful winner here. These two traded blows all the way through the test set. FLUX’s best case is straightforward: when the prompt demands **strict composition or a very specific visual language**, it was often the sharper tool. It won **Bauhaus Rehearsal Hall** because it actually looked Bauhaus instead of merely attractive and realistic, and it took **Exact Stage Layout** by placing the teal drum kit, silver vibraphone, white synth, cello case, and overhead lantern where the prompt said they should be. Even in some tied categories, FLUX showed the stronger editorial instinct for atmosphere — the more convincing watercolor dawn mood in **No Brass on the Jetty**, the moodier after-hours tension in **Neon Alley Soundcheck**, and a stronger read on reflective realism in one pass of **Reflections & glass**. Ideogram’s edge showed up where **geometric discipline and binding accuracy** mattered most. It won **Perspective & scale** with the cleaner one-point perspective and more consistent shelf scaling, and it won **Attribute binding** by simply getting the object count and spatial relations right: one duck, on the cube, with the cylinder behind. That sounds basic, but it matters. Across several tasks, Ideogram also came off as the more polished and presentation-ready image maker, even when that polish sometimes drifted away from the exact brief. The ties are what make this a real stalemate, not a diplomatic one. **Hands & anatomy** split because the judging passes disagreed on which model handled finger anatomy and candid framing better. **No Brass on the Jetty** split between FLUX’s atmosphere and Ideogram’s more complete five-piece staging. **Neon Alley Soundcheck** split between Ideogram’s cleaner prompt detail integration and FLUX’s stronger noir mood. **Reflections & glass** split for similar reasons: one side favored Ideogram’s striking finish and clearer reflections, the other favored FLUX’s prompt fidelity and more convincing object relationships. That is not one model dominating with a few lucky misses; it’s two models winning on different definitions of “better.” **Final call: too close to call.** FLUX.1 Krea [dev] with LoRAs is a bit better when style fidelity, scene blocking, and mood are the assignment; Ideogram V4.0 is a bit better when perspective precision and attribute binding are non-negotiable. But on these results, neither earns the right to claim the overall crown.

Bauhaus Rehearsal Hall

An image of a youth percussion ensemble rehearsing in a sunlit municipal hall rendered faithfully in Bauhaus style: strict geometric forms, primary-color blocks, flat planes, bold black lines, asymmetrical yet disciplined composition, simplified figures striking timpani, snare, and marimba, circular music stands, and rectangular window light falling across the floor; the entire image should feel unmistakably Bauhaus rather than generic modernist, with poster-like clarity, 16:9.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model A adheres much more closely to the Bauhaus brief, using flat planes, bold outlines, simplified figures, geometric blocking, and a poster-like asymmetrical composition, even though it omits some requested instruments. Model B has attractive lighting and a convincing rehearsal hall, but it reads as a realistic contemporary photo rather than unmistakable Bauhaus, so it misses the core stylistic requirement despite including marimbas and strong window light. (Second judge pass, order swapped — scores are the average of both: Model A adheres much more closely to the requested Bauhaus treatment, using flat planes, bold outlines, simplified figures, and a poster-like asymmetrical composition. Model B depicts a convincing rehearsal hall with strong sunlight, but it reads as photoreal contemporary interior design rather than unmistakable Bauhaus, and it misses key stylized elements like circular stands and simplified geometric figures.)

Perspective & scale

A photorealistic one-point-perspective shot down a long empty library aisle, shelves receding to a single vanishing point, books getting consistently smaller with distance and nothing warped or wrongly sized, warm overhead light, 16:9.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model B better matches the requested one-point perspective, with cleaner convergence to a single vanishing point and more consistent scaling of shelves and books into the distance. Model A is also strong and photorealistic, but its aisle feels slightly less precise and polished in perspective and overall visual clarity than Model B. (Second judge pass, order swapped — scores are the average of both: Model B better matches the requested one-point perspective with a cleaner, more perfectly centered vanishing point and more consistent scale reduction of the books and shelves into the distance. Model A is also strong and photorealistic, but its aisle feels slightly less precise and balanced compositionally, with a dimmer, less polished presentation.)

Hands & anatomy

A natural candid photo of a person tying a friendship bracelet, both hands clearly visible with anatomically correct fingers and a plausible grip on the threads, soft daylight, shallow depth of field, 16:9.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model B better matches the prompt with both hands clearly visible, more believable finger anatomy and grip on the bracelet threads, and a stronger natural candid feel in soft daylight. Model A is clean and appealing, but the hand shapes feel slightly stiff and less anatomically convincing, and the framing feels more studio-like than candid. (Second judge pass, order swapped — scores are the average of both: Model A better matches the prompt with both hands clearly visible, more anatomically convincing fingers, and a more plausible tying grip on the bracelet threads; it also reads more naturally as a candid photo. Model B is attractive and well lit, but the hand anatomy and grip feel less convincing, and the framing is square rather than the requested 16:9.)

No Brass on the Jetty

A watercolor illustration of a five-piece folk band performing on a weathered ferry jetty at dawn, with a singer in a rust-red coat at the center mic, a fiddler tuning on the left, a banjo player seated on an upturned crate, a hand-painted sign reading 'Tideglass Morning Set,' gulls circling over pale green water, and coiled ropes along the planks — deliberately show NO brass instruments anywhere in the scene, especially no trumpet, trombone, tuba, or saxophone; airy misty light, cinematic wide composition, 16:9.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model B adheres more closely to the prompt by showing a five-piece folk band, placing the singer in a rust-red coat at center mic, including the fiddler on the left and banjo player on a crate, while still avoiding any brass instruments. Model A is attractive and renders the sign text well, but it only shows four performers and misses the requested five-piece setup despite a pleasing wide watercolor composition. (Second judge pass, order swapped — scores are the average of both: Model A better matches the watercolor, misty dawn mood and wide cinematic jetty scene, while keeping to a folk-band setup with no brass instruments. Model B has strong clarity and includes all five performers, but it feels more like clean inked illustration than watercolor, and its composition is less atmospheric and less convincingly dawn-lit.)

Exact Stage Layout

A crisp editorial-style concert poster image of an experimental trio on a tiny circular stage: a teal drum kit placed behind the lead vocalist, a silver vibraphone to the vocalist’s left, a white modular synthesizer to the vocalist’s right, a black cello case lying on the floor between the vibraphone and the vocalist, and a paper lantern hanging directly above the singer’s head; the camera is front-facing and slightly elevated so every spatial relationship is unmistakable, with clean stage lighting and a balanced 16:9 composition.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model A follows the specified stage layout more closely: the teal drum kit is behind the vocalist, the silver vibraphone is to the vocalist’s left, the white synthesizer is to the vocalist’s right, the black cello case lies between the vibraphone and vocalist, and the lantern hangs directly above the singer. Model B is visually polished but misses key prompt details, including using a crouching figure instead of a lead vocalist, a larger-than-specified lantern, and a less exact spatial arrangement. (Second judge pass, order swapped — scores are the average of both: Model A adheres more closely to the requested stage layout: the vocalist is standing center with the teal drum kit behind, vibraphone on the vocalist’s left, white modular synthesizer on the right, cello case between vibraphone and vocalist, and a lantern above. Model B is visually polished, but the singer is crouching, the lantern is oversized, the cello case placement is less exact, and the image is not the requested 16:9 composition.)

Neon Alley Soundcheck

A moody cinematic scene of a solo keyboardist doing soundcheck in a narrow back-alley club entrance at neon midnight, rain-slick pavement reflecting magenta and cyan signage, thin fog drifting around stacked speakers, a half-open steel door spilling electric blue light, the performer in a sequined charcoal jacket under a transparent umbrella, with sharp wet highlights and deep shadow contrast creating a restless after-hours mood, 16:9.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model B adheres more closely to the prompt with a clearer narrow back-alley club entrance, visible rain-slick reflections, stacked speakers, transparent umbrella, and a half-open steel door spilling blue light; its performer and environment read more naturally despite the square aspect ratio mismatch. Model A has strong mood and cinematic contrast, but the scene feels more staged and centered, and the neon sign text is garbled while some prompt details are less convincingly integrated. (Second judge pass, order swapped — scores are the average of both: Model A better matches the prompt’s moody cinematic after-hours feel with a narrower alley, stronger deep-shadow contrast, more prominent fog, stacked speakers, and a half-open door spilling electric blue light. Model B is polished and attractive, but it feels more like a brighter street-side setup than a back-alley club entrance, and its mood is less restless and dramatic.)

Attribute binding

A photorealistic tabletop scene: a matte green cube to the LEFT of a glossy red sphere, a small blue cylinder BEHIND both, and a single yellow rubber duck sitting ON TOP of the cube. Colors must stay on the correct objects. Soft studio light, 16:9.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model A has stronger photorealistic lighting and materials, but it violates the prompt by adding a second yellow rubber duck and placing the blue cylinder beside rather than behind both main objects. Model B better matches the required object count and spatial relations, with the duck on top of the cube and the cylinder behind, though it is less photorealistic and the cube reads slightly teal rather than clearly matte green. (Second judge pass, order swapped — scores are the average of both: Model B follows the requested attribute bindings much more closely: the matte green cube is left of the glossy red sphere, the blue cylinder is behind the main objects, and there is a single yellow duck on top of the cube. Model A is visually polished, but it violates the prompt by adding a second duck and placing one duck on the sphere instead of having a single duck on the cube.)

Reflections & glass

A photorealistic close-up of a chrome teapot on a polished dark marble counter next to a glass of water; the window and a red apple on the counter must be correctly reflected in BOTH the chrome and the water's surface, dramatic side light, 16:9.

FLUX.1 Krea [dev] with LoRAs:

Ideogram V4.0 Text to Image:

Model B better satisfies the key reflection requirement: the red apple and window are clearly echoed in both the chrome teapot and the glass/water, while Model A shows weaker or less convincing reflection behavior in the water and chrome despite a strong photorealistic mood. Model A has solid composition and realism, but Model B is more polished and visually striking overall, even if the apple is placed slightly farther from the teapot than implied. (Second judge pass, order swapped — scores are the average of both: Model A adheres more closely to the prompt by placing the chrome teapot, glass of water, and red apple together on the dark marble counter with convincing window reflections in the chrome and readable reflections on the counter; Model B is attractive but misses the requested 16:9 framing and the apple/window reflections in the water are less clearly correct. Model B has a polished, dramatic look, but Model A is stronger overall on prompt fidelity and realistic reflective behavior.)